{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Loading BOA from JSON and Plotting Results\n", "\n", "This notebook demonstrates how to:\n", "\n", "Loading a Scheduler from JSON from a previous run (If you want to see the Experiment that this is from, see [Running BOA Optimization Directly in Python](optimization_run.ipynb). We will look at the output and plot some exploratory data analysis." ] }, { "cell_type": "code", "execution_count": 1, "metadata": { "tags": [] }, "outputs": [ { "data": { "text/html": [ "" ] }, "metadata": {}, "output_type": "display_data" }, { "name": "stderr", "output_type": "stream", "text": [ "[INFO 12-10 13:48:11] ax.utils.notebook.plotting: Injecting Plotly library into cell. Do not overwrite or delete cell.\n" ] }, { "data": { "text/html": [ " \n", " " ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "import pathlib\n", "import os\n", "\n", "import numpy as np\n", "from ax.utils.notebook.plotting import init_notebook_plotting\n", "from ax.plot.trace import optimization_trace_single_method_plotly\n", "from ax.service.utils.report_utils import get_standard_plots, exp_to_df\n", "import boa\n", "from botorch.test_functions.synthetic import Cosine8\n", "\n", "init_notebook_plotting()" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Loading the Scheduler" ] }, { "cell_type": "code", "execution_count": 2, "metadata": { "jupyter": { "outputs_hidden": false } }, "outputs": [], "source": [ "# Filepath to the scheduler.json\n", "scheduler_fp = pathlib.Path(os.path.abspath(\"\")) / \"boa_runs/scheduler.json\"" ] }, { "cell_type": "code", "execution_count": 3, "metadata": { "jupyter": { "outputs_hidden": false } }, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "[WARNING 12-10 13:48:12] Scheduler: Experiment(boa_runs) already has 100 trials associated with it. Total trials setting for this scheduler is 100, so no more trials would be run in this scheduler if `Scheduler.run_all_trials` is called (but you can still use `Scheduler.run_n_trials` to run a fixed number of trials).\n" ] } ], "source": [ "scheduler = boa.scheduler_from_json_file(scheduler_fp)\n", "experiment = scheduler.experiment" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## Get the Best Trial and Output All Trials" ] }, { "cell_type": "code", "execution_count": 4, "metadata": { "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/plain": [ "99" ] }, "execution_count": 4, "metadata": {}, "output_type": "execute_result" } ], "source": [ "best_trial, best_params, obj = scheduler.get_best_trial()\n", "best_trial" ] }, { "cell_type": "code", "execution_count": 5, "metadata": { "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "text/html": [ "
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Cosine8trial_indexarm_namex0x1x2x3x4x5x6x7trial_statusgeneration_method
02.16712400_00.7745440.4688050.0680630.3623160.8795790.2736480.8329610.104289COMPLETEDSobol
11.33269211_00.4909800.1225340.2860720.1355330.4072120.5164110.5529750.209887COMPLETEDSobol
22.23977922_00.3705150.4378680.6132050.6304940.1351830.4723510.5525780.686980COMPLETEDSobol
33.41718433_00.1368360.6952780.9362320.8445620.0991370.9714490.4679570.413035COMPLETEDSobol
44.00973944_00.7470550.2032360.9846400.2578930.5422770.7426400.6820410.910413COMPLETEDSobol
..........................................
953.1579639595_00.4281700.8751730.9481100.4396050.6634190.4385040.6039670.475487COMPLETEDGPEI
961.8032109696_00.5161410.6350450.3597970.2229310.5879800.1717130.4711700.425680COMPLETEDGPEI
972.4267939797_00.3857000.4148250.1686690.7689330.4463030.6648910.7974530.790683COMPLETEDGPEI
983.7708189898_00.5686600.7639750.8165660.9320600.5710920.5173280.8336060.391031COMPLETEDGPEI
993.3414489999_00.7792550.2451770.9755800.8670210.3154990.4686690.4967130.597464COMPLETEDGPEI
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" ], "text/plain": [ " Cosine8 trial_index arm_name x0 x1 x2 x3 \\\n", "0 2.167124 0 0_0 0.774544 0.468805 0.068063 0.362316 \n", "1 1.332692 1 1_0 0.490980 0.122534 0.286072 0.135533 \n", "2 2.239779 2 2_0 0.370515 0.437868 0.613205 0.630494 \n", "3 3.417184 3 3_0 0.136836 0.695278 0.936232 0.844562 \n", "4 4.009739 4 4_0 0.747055 0.203236 0.984640 0.257893 \n", ".. ... ... ... ... ... ... ... \n", "95 3.157963 95 95_0 0.428170 0.875173 0.948110 0.439605 \n", "96 1.803210 96 96_0 0.516141 0.635045 0.359797 0.222931 \n", "97 2.426793 97 97_0 0.385700 0.414825 0.168669 0.768933 \n", "98 3.770818 98 98_0 0.568660 0.763975 0.816566 0.932060 \n", "99 3.341448 99 99_0 0.779255 0.245177 0.975580 0.867021 \n", "\n", " x4 x5 x6 x7 trial_status generation_method \n", "0 0.879579 0.273648 0.832961 0.104289 COMPLETED Sobol \n", "1 0.407212 0.516411 0.552975 0.209887 COMPLETED Sobol \n", "2 0.135183 0.472351 0.552578 0.686980 COMPLETED Sobol \n", "3 0.099137 0.971449 0.467957 0.413035 COMPLETED Sobol \n", "4 0.542277 0.742640 0.682041 0.910413 COMPLETED Sobol \n", ".. ... ... ... ... ... ... \n", "95 0.663419 0.438504 0.603967 0.475487 COMPLETED GPEI \n", "96 0.587980 0.171713 0.471170 0.425680 COMPLETED GPEI \n", "97 0.446303 0.664891 0.797453 0.790683 COMPLETED GPEI \n", "98 0.571092 0.517328 0.833606 0.391031 COMPLETED GPEI \n", "99 0.315499 0.468669 0.496713 0.597464 COMPLETED GPEI \n", "\n", "[100 rows x 13 columns]" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "exp_to_df(experiment)" ] }, { "cell_type": "markdown", "metadata": {}, "source": [ "## EDA Plots" ] }, { "cell_type": "code", "execution_count": 6, "metadata": { "jupyter": { "outputs_hidden": false } }, "outputs": [ { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "error_y": { "array": [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 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Cosine8: 0.420994 (SEM: 0)
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Cosine8: -0.498018 (SEM: 0)
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Cosine8: 0.679176 (SEM: 0)
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Cosine8: 2.16712 (SEM: 0)
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x0: 0.534756
x1: 0.212305
x2: 0.230282
x3: 0.188336
x4: 0.500837
x5: 0.435641
x6: 0.600296
x7: 0.180373", "Arm 17_0
Cosine8: 1.0921 (SEM: 0)
x0: 0.437527
x1: 0.0639454
x2: 0.300249
x3: 0.123531
x4: 0.266608
x5: 0.555553
x6: 0.501107
x7: 0.250394", "Arm 18_0
Cosine8: 1.52459 (SEM: 0)
x0: 0.544156
x1: 0.0768186
x2: 0.309349
x3: 0.0370356
x4: 0.504185
x5: 0.583222
x6: 0.567386
x7: 0.146942", "Arm 19_0
Cosine8: 0.710812 (SEM: 0)
x0: 0.207858
x1: 0.100166
x2: 0.392
x3: 0.281665
x4: 0.348759
x5: 0.42223
x6: 0.443568
x7: 0.199966", "Arm 20_0
Cosine8: 0.878967 (SEM: 0)
x0: 0.185764
x1: 0.254423
x2: 0.41347
x3: 0.382836
x4: 0.478185
x5: 0.279091
x6: 0.360898
x7: 0.237657", "Arm 21_0
Cosine8: 0.923713 (SEM: 0)
x0: 0.159064
x1: 0.0547706
x2: 0.346844
x3: 0.288826
x4: 0.322306
x5: 0.457973
x6: 0.622825
x7: 0.109589", "Arm 22_0
Cosine8: 0.680646 (SEM: 0)
x0: 0.136359
x1: 0.125367
x2: 0.380447
x3: 0.200992
x4: 0.280603
x5: 0.342308
x6: 0.438594
x7: 0.300775", "Arm 23_0
Cosine8: 0.638959 (SEM: 0)
x0: 0.210881
x1: 0.0876797
x2: 0.363985
x3: 0.418151
x4: 0.347458
x5: 0.453787
x6: 0.314838
x7: 0.164643", "Arm 24_0
Cosine8: 0.72553 (SEM: 0)
x0: 0.294862
x1: 0.116673
x2: 0.45409
x3: 0.255882
x4: 0.255628
x5: 0.349329
x6: 0.428688
x7: 0.120474", "Arm 25_0
Cosine8: 0.616898 (SEM: 0)
x0: 0.14875
x1: 0.0898633
x2: 0.372534
x3: 0.341945
x4: 0.213358
x5: 0.341398
x6: 0.280605
x7: 0.173454", "Arm 26_0
Cosine8: 0.534364 (SEM: 0)
x0: 0.234117
x1: 0
x2: 0.378182
x3: 0.408558
x4: 0.240633
x5: 0.312047
x6: 0.347695
x7: 0.28208", "Arm 27_0
Cosine8: 0.739533 (SEM: 0)
x0: 0.105869
x1: 0.192853
x2: 0.381824
x3: 0.25979
x4: 0.221564
x5: 0.432054
x6: 0.260462
x7: 0.115622", "Arm 28_0
Cosine8: 0.546236 (SEM: 0)
x0: 0.189096
x1: 0
x2: 0.42542
x3: 0.371988
x4: 0.223776
x5: 0.39798
x6: 0.26833
x7: 0.345456", "Arm 29_0
Cosine8: 0.584769 (SEM: 0)
x0: 0.300955
x1: 0
x2: 0.37096
x3: 0.276385
x4: 0.319334
x5: 0.299329
x6: 0.219885
x7: 0.256414", "Arm 30_0
Cosine8: 0.70467 (SEM: 0)
x0: 0.201777
x1: 0.0972709
x2: 0.37342
x3: 0.474207
x4: 0.1615
x5: 0.361537
x6: 0.415868
x7: 0.297394", "Arm 31_0
Cosine8: 0.524665 (SEM: 0)
x0: 0.188097
x1: 0
x2: 0.407942
x3: 0.378773
x4: 0.310579
x5: 0.333612
x6: 0.262373
x7: 0.279832", "Arm 32_0
Cosine8: 0.517835 (SEM: 0)
x0: 0.275639
x1: 0
x2: 0.3863
x3: 0.319236
x4: 0.208845
x5: 0.369403
x6: 0.278004
x7: 0.311315", "Arm 33_0
Cosine8: 0.368656 (SEM: 0)
x0: 0.107178
x1: 0
x2: 0.33194
x3: 0.411469
x4: 0.3295
x5: 0.364965
x6: 0.206395
x7: 0.398683", "Arm 34_0
Cosine8: 0.535707 (SEM: 0)
x0: 0.0936805
x1: 0
x2: 0.282175
x3: 0.399857
x4: 0.289683
x5: 0.412899
x6: 0.11204
x7: 0.506123", "Arm 35_0
Cosine8: 0.744385 (SEM: 0)
x0: 0.050318
x1: 0
x2: 0.311658
x3: 0.372888
x4: 0.306479
x5: 0.268325
x6: 0.209267
x7: 0.584753", "Arm 36_0
Cosine8: 0.408555 (SEM: 0)
x0: 0
x1: 0
x2: 0.27913
x3: 0.511197
x4: 0.413518
x5: 0.416395
x6: 0.106676
x7: 0.366513", "Arm 37_0
Cosine8: 0.381706 (SEM: 0)
x0: 0.0766253
x1: 0
x2: 0.310443
x3: 0.43755
x4: 0.347706
x5: 0.417806
x6: 0.189007
x7: 0.33826", "Arm 38_0
Cosine8: 0.568802 (SEM: 0)
x0: 0.153131
x1: 0
x2: 0.314139
x3: 0.52536
x4: 0.35685
x5: 0.378142
x6: 0.111731
x7: 0.352788", "Arm 39_0
Cosine8: 0.304048 (SEM: 0)
x0: 0
x1: 0
x2: 0.319993
x3: 0.359135
x4: 0.41306
x5: 0.454227
x6: 0.171869
x7: 0.353263", "Arm 40_0
Cosine8: 0.380455 (SEM: 0)
x0: 0
x1: 0
x2: 0.292117
x3: 0.358679
x4: 0.464159
x5: 0.408847
x6: 0.220183
x7: 0.400122", "Arm 41_0
Cosine8: 0.195725 (SEM: 0)
x0: 0
x1: 0
x2: 0.309303
x3: 0.301079
x4: 0.369141
x5: 0.377485
x6: 0.14187
x7: 0.372453", "Arm 42_0
Cosine8: 0.60346 (SEM: 0)
x0: 0
x1: 0
x2: 0.323319
x3: 0.435813
x4: 0.473867
x5: 0.480565
x6: 0.237445
x7: 0.435197", "Arm 43_0
Cosine8: 0.148542 (SEM: 0)
x0: 0
x1: 0
x2: 0.273911
x3: 0.227638
x4: 0.365752
x5: 0.389768
x6: 0.0529059
x7: 0.343924", "Arm 44_0
Cosine8: 0.0699716 (SEM: 0)
x0: 0
x1: 0
x2: 0.33154
x3: 0.246365
x4: 0.405587
x5: 0.350949
x6: 0.0242938
x7: 0.374675", "Arm 45_0
Cosine8: 0.230278 (SEM: 0)
x0: 0
x1: 0
x2: 0.213226
x3: 0.15518
x4: 0.376887
x5: 0.45608
x6: 0
x7: 0.296167", "Arm 46_0
Cosine8: 0.179671 (SEM: 0)
x0: 0
x1: 0
x2: 0.339669
x3: 0.150711
x4: 0.489752
x5: 0.351613
x6: 0
x7: 0.346253", "Arm 47_0
Cosine8: 0.325582 (SEM: 0)
x0: 0
x1: 0
x2: 0.312308
x3: 0.239919
x4: 0.500743
x5: 0.301756
x6: 0
x7: 0.323574", "Arm 48_0
Cosine8: 0.227798 (SEM: 0)
x0: 0
x1: 0.104906
x2: 0.336899
x3: 0.191664
x4: 0.44251
x5: 0.365989
x6: 0
x7: 0.380049", "Arm 49_0
Cosine8: 4.686 (SEM: 0)
x0: 0.974955
x1: 0.824828
x2: 0.920563
x3: 0.104269
x4: 0.877246
x5: 0.601677
x6: 0.931125
x7: 0.37301", "Arm 50_0
Cosine8: 0.0424308 (SEM: 0)
x0: 0
x1: 0
x2: 0.360489
x3: 0.187973
x4: 0.372531
x5: 0.383866
x6: 0
x7: 0.402151", "Arm 51_0
Cosine8: -0.0414377 (SEM: 0)
x0: 0
x1: 0
x2: 0.392742
x3: 0.094288
x4: 0.311307
x5: 0.346317
x6: 0
x7: 0.411591", "Arm 52_0
Cosine8: 0.0306408 (SEM: 0)
x0: 0
x1: 0
x2: 0.398036
x3: 0.0788769
x4: 0.277622
x5: 0.27294
x6: 0
x7: 0.411784", "Arm 53_0
Cosine8: 0.22651 (SEM: 0)
x0: 0
x1: 0
x2: 0.509907
x3: 0
x4: 0.22584
x5: 0.229883
x6: 0
x7: 0.406843", "Arm 54_0
Cosine8: -0.048084 (SEM: 0)
x0: 0
x1: 0
x2: 0.339101
x3: 0
x4: 0.290497
x5: 0.295081
x6: 0
x7: 0.432927", "Arm 55_0
Cosine8: -0.14128 (SEM: 0)
x0: 0
x1: 0
x2: 0.368537
x3: 0
x4: 0.329292
x5: 0.330591
x6: 0
x7: 0.421887", "Arm 56_0
Cosine8: 0.766159 (SEM: 0)
x0: 0
x1: 0.241043
x2: 0.902333
x3: 0
x4: 0.325753
x5: 0.219982
x6: 0
x7: 0", "Arm 57_0
Cosine8: 0.00485273 (SEM: 0)
x0: 0.0952964
x1: 0
x2: 0.368854
x3: 0
x4: 0.314371
x5: 0.329262
x6: 0
x7: 0.441196", "Arm 58_0
Cosine8: -0.263853 (SEM: 0)
x0: 0
x1: 0.394737
x2: 0.445721
x3: 0
x4: 0.348303
x5: 0.0175992
x6: 0
x7: 0", "Arm 59_0
Cosine8: -0.161605 (SEM: 0)
x0: 0
x1: 0
x2: 0.402066
x3: 0
x4: 0.364819
x5: 0.312256
x6: 0
x7: 0.383291", "Arm 60_0
Cosine8: 1.82609 (SEM: 0)
x0: 0.0954292
x1: 0.221449
x2: 0.630801
x3: 0.609869
x4: 0.541028
x5: 0.335491
x6: 0.29291
x7: 0.485936", "Arm 61_0
Cosine8: 0.137442 (SEM: 0)
x0: 0
x1: 0.497645
x2: 0.537135
x3: 0
x4: 0.382008
x5: 0
x6: 0
x7: 0", "Arm 62_0
Cosine8: -0.0872329 (SEM: 0)
x0: 0
x1: 0.27464
x2: 0.487806
x3: 0
x4: 0.310888
x5: 0
x6: 0
x7: 0", "Arm 63_0
Cosine8: -0.135471 (SEM: 0)
x0: 0
x1: 0.426872
x2: 0.416219
x3: 0
x4: 0.359853
x5: 0.121755
x6: 0
x7: 0", "Arm 64_0
Cosine8: -0.310233 (SEM: 0)
x0: 0
x1: 0.375883
x2: 0.30784
x3: 0
x4: 0.346476
x5: 0
x6: 0
x7: 0.020485", "Arm 65_0
Cosine8: -0.2418 (SEM: 0)
x0: 0
x1: 0.408865
x2: 0.346205
x3: 0
x4: 0.244196
x5: 0.00258987
x6: 0
x7: 0", "Arm 66_0
Cosine8: -0.300547 (SEM: 0)
x0: 0
x1: 0.345991
x2: 0.37063
x3: 0
x4: 0.42818
x5: 0.0195615
x6: 0
x7: 0", "Arm 67_0
Cosine8: -0.139901 (SEM: 0)
x0: 0
x1: 0.376975
x2: 0.349574
x3: 0.162435
x4: 0.358708
x5: 0.00908394
x6: 0
x7: 0", "Arm 68_0
Cosine8: -0.201253 (SEM: 0)
x0: 0
x1: 0.371799
x2: 0.351299
x3: 0
x4: 0.357325
x5: 0.00996153
x6: 0.12211
x7: 0", "Arm 69_0
Cosine8: -0.153023 (SEM: 0)
x0: 0.152296
x1: 0.376965
x2: 0.352384
x3: 0
x4: 0.353633
x5: 0.00723373
x6: 0
x7: 0", "Arm 70_0
Cosine8: 4.07679 (SEM: 0)
x0: 0.72592
x1: 0.0991515
x2: 0.740703
x3: 0.734465
x4: 0.916549
x5: 0.89508
x6: 0.196412
x7: 0.898938", "Arm 71_0
Cosine8: 3.49094 (SEM: 0)
x0: 0.367321
x1: 0.909066
x2: 0.750022
x3: 0.964897
x4: 0.33628
x5: 0.0997668
x6: 0.230546
x7: 0.921997", "Arm 72_0
Cosine8: -0.258927 (SEM: 0)
x0: 0
x1: 0.359054
x2: 0.372716
x3: 0
x4: 0.361554
x5: 0.0252703
x6: 0
x7: 0.0870572", "Arm 73_0
Cosine8: -0.351764 (SEM: 0)
x0: 0
x1: 0.36911
x2: 0.356803
x3: 0
x4: 0.358121
x5: 0.011867
x6: 0
x7: 0", "Arm 74_0
Cosine8: 0.350268 (SEM: 0)
x0: 0.217326
x1: 0.352107
x2: 0.14008
x3: 0.0303991
x4: 0.407123
x5: 0.101406
x6: 0.00930176
x7: 0.474065", "Arm 75_0
Cosine8: 1.79058 (SEM: 0)
x0: 0.352654
x1: 0.348552
x2: 0.565032
x3: 0.759351
x4: 0.608092
x5: 0.246278
x6: 0.00824234
x7: 0.512158", "Arm 76_0
Cosine8: -0.299303 (SEM: 0)
x0: 0
x1: 0.336175
x2: 0.341488
x3: 0
x4: 0.345341
x5: 0.0498663
x6: 0
x7: 0", "Arm 77_0
Cosine8: -0.336507 (SEM: 0)
x0: 0
x1: 0.405096
x2: 0.351593
x3: 0
x4: 0.372123
x5: 0
x6: 0
x7: 0", "Arm 78_0
Cosine8: -0.148742 (SEM: 0)
x0: 0
x1: 0.293938
x2: 0.287431
x3: 0
x4: 0.339063
x5: 0.0918883
x6: 0
x7: 0", "Arm 79_0
Cosine8: 1.52293 (SEM: 0)
x0: 0.482972
x1: 0.174893
x2: 0.313158
x3: 0.0504968
x4: 0.22367
x5: 0.333052
x6: 0.789629
x7: 0.595144", "Arm 80_0
Cosine8: 0.120612 (SEM: 0)
x0: 0
x1: 0.636831
x2: 0
x3: 0
x4: 0.130961
x5: 0
x6: 0
x7: 0.324894", "Arm 81_0
Cosine8: 0.494165 (SEM: 0)
x0: 0
x1: 0.547248
x2: 0
x3: 0
x4: 0.668689
x5: 0
x6: 0
x7: 0.250784", "Arm 82_0
Cosine8: 0.420994 (SEM: 0)
x0: 0.277519
x1: 0.700131
x2: 0
x3: 0
x4: 0.310865
x5: 0
x6: 0
x7: 0.199416", "Arm 83_0
Cosine8: 0.0338364 (SEM: 0)
x0: 0
x1: 0.67483
x2: 0
x3: 0
x4: 0.236541
x5: 0
x6: 0
x7: 0", "Arm 84_0
Cosine8: -0.355444 (SEM: 0)
x0: 0
x1: 0.365571
x2: 0.366442
x3: 0
x4: 0.359566
x5: 0
x6: 0
x7: 0", "Arm 85_0
Cosine8: -0.498018 (SEM: 0)
x0: 0
x1: 0.48101
x2: 0
x3: 0
x4: 0
x5: 0
x6: 0
x7: 0", "Arm 86_0
Cosine8: 1.63721 (SEM: 0)
x0: 0.224273
x1: 0.447418
x2: 0.52455
x3: 0.240975
x4: 0.171978
x5: 0.40855
x6: 0.494546
x7: 0.684022", "Arm 87_0
Cosine8: -0.006336 (SEM: 0)
x0: 0
x1: 0.712033
x2: 0.159169
x3: 0
x4: 0
x5: 0
x6: 0
x7: 0", "Arm 88_0
Cosine8: -0.652064 (SEM: 0)
x0: 0
x1: 0.372429
x2: 0
x3: 0
x4: 0
x5: 0
x6: 0
x7: 0", "Arm 89_0
Cosine8: 0.679176 (SEM: 0)
x0: 0.49218
x1: 0.258841
x2: 0.128827
x3: 0.53885
x4: 0.033527
x5: 0.0892902
x6: 0.063383
x7: 0.337397", "Arm 90_0
Cosine8: -0.199674 (SEM: 0)
x0: 0
x1: 0.502783
x2: 0
x3: 0.223921
x4: 0
x5: 0
x6: 0
x7: 0", "Arm 91_0
Cosine8: -0.567678 (SEM: 0)
x0: 0
x1: 0.25143
x2: 0
x3: 0
x4: 0
x5: 0
x6: 0
x7: 0", "Arm 92_0
Cosine8: 0.25684 (SEM: 0)
x0: 0.195283
x1: 0.0485388
x2: 0.0842794
x3: 0.383121
x4: 0.149564
x5: 0.16034
x6: 0.394119
x7: 0.00739743", "Arm 93_0
Cosine8: 0.501985 (SEM: 0)
x0: 0.084421
x1: 0.0317482
x2: 0.157583
x3: 0.258818
x4: 0.487312
x5: 0.0528474
x6: 0.141152
x7: 0.229801", "Arm 94_0
Cosine8: 3.64055 (SEM: 0)
x0: 0.948591
x1: 0.167537
x2: 0.857787
x3: 0.631586
x4: 0.156308
x5: 0.64962
x6: 0.755694
x7: 0.521819", "Arm 95_0
Cosine8: 3.15796 (SEM: 0)
x0: 0.42817
x1: 0.875173
x2: 0.94811
x3: 0.439605
x4: 0.663419
x5: 0.438504
x6: 0.603967
x7: 0.475487", "Arm 96_0
Cosine8: 1.80321 (SEM: 0)
x0: 0.516141
x1: 0.635045
x2: 0.359797
x3: 0.222931
x4: 0.58798
x5: 0.171713
x6: 0.47117
x7: 0.42568", "Arm 97_0
Cosine8: 2.42679 (SEM: 0)
x0: 0.3857
x1: 0.414825
x2: 0.168669
x3: 0.768933
x4: 0.446303
x5: 0.664891
x6: 0.797453
x7: 0.790683", "Arm 98_0
Cosine8: 3.77082 (SEM: 0)
x0: 0.56866
x1: 0.763975
x2: 0.816566
x3: 0.93206
x4: 0.571092
x5: 0.517328
x6: 0.833606
x7: 0.391031", "Arm 99_0
Cosine8: 3.34145 (SEM: 0)
x0: 0.779255
x1: 0.245177
x2: 0.97558
x3: 0.867021
x4: 0.315499
x5: 0.468669
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x0: 0.294862
x1: 0.116673
x2: 0.45409
x3: 0.255882
x4: 0.255628
x5: 0.349329
x6: 0.428688
x7: 0.120474", "Arm 25_0
Cosine8: 0.616898 (SEM: 0)
x0: 0.14875
x1: 0.0898633
x2: 0.372534
x3: 0.341945
x4: 0.213358
x5: 0.341398
x6: 0.280605
x7: 0.173454", "Arm 26_0
Cosine8: 0.534364 (SEM: 0)
x0: 0.234117
x1: 0
x2: 0.378182
x3: 0.408558
x4: 0.240633
x5: 0.312047
x6: 0.347695
x7: 0.28208", "Arm 27_0
Cosine8: 0.739533 (SEM: 0)
x0: 0.105869
x1: 0.192853
x2: 0.381824
x3: 0.25979
x4: 0.221564
x5: 0.432054
x6: 0.260462
x7: 0.115622", "Arm 28_0
Cosine8: 0.546236 (SEM: 0)
x0: 0.189096
x1: 0
x2: 0.42542
x3: 0.371988
x4: 0.223776
x5: 0.39798
x6: 0.26833
x7: 0.345456", "Arm 29_0
Cosine8: 0.584769 (SEM: 0)
x0: 0.300955
x1: 0
x2: 0.37096
x3: 0.276385
x4: 0.319334
x5: 0.299329
x6: 0.219885
x7: 0.256414", "Arm 30_0
Cosine8: 0.70467 (SEM: 0)
x0: 0.201777
x1: 0.0972709
x2: 0.37342
x3: 0.474207
x4: 0.1615
x5: 0.361537
x6: 0.415868
x7: 0.297394", "Arm 31_0
Cosine8: 0.524665 (SEM: 0)
x0: 0.188097
x1: 0
x2: 0.407942
x3: 0.378773
x4: 0.310579
x5: 0.333612
x6: 0.262373
x7: 0.279832", "Arm 32_0
Cosine8: 0.517835 (SEM: 0)
x0: 0.275639
x1: 0
x2: 0.3863
x3: 0.319236
x4: 0.208845
x5: 0.369403
x6: 0.278004
x7: 0.311315", "Arm 33_0
Cosine8: 0.368656 (SEM: 0)
x0: 0.107178
x1: 0
x2: 0.33194
x3: 0.411469
x4: 0.3295
x5: 0.364965
x6: 0.206395
x7: 0.398683", "Arm 34_0
Cosine8: 0.535707 (SEM: 0)
x0: 0.0936805
x1: 0
x2: 0.282175
x3: 0.399857
x4: 0.289683
x5: 0.412899
x6: 0.11204
x7: 0.506123", "Arm 35_0
Cosine8: 0.744385 (SEM: 0)
x0: 0.050318
x1: 0
x2: 0.311658
x3: 0.372888
x4: 0.306479
x5: 0.268325
x6: 0.209267
x7: 0.584753", "Arm 36_0
Cosine8: 0.408555 (SEM: 0)
x0: 0
x1: 0
x2: 0.27913
x3: 0.511197
x4: 0.413518
x5: 0.416395
x6: 0.106676
x7: 0.366513", "Arm 37_0
Cosine8: 0.381706 (SEM: 0)
x0: 0.0766253
x1: 0
x2: 0.310443
x3: 0.43755
x4: 0.347706
x5: 0.417806
x6: 0.189007
x7: 0.33826", "Arm 38_0
Cosine8: 0.568802 (SEM: 0)
x0: 0.153131
x1: 0
x2: 0.314139
x3: 0.52536
x4: 0.35685
x5: 0.378142
x6: 0.111731
x7: 0.352788", "Arm 39_0
Cosine8: 0.304048 (SEM: 0)
x0: 0
x1: 0
x2: 0.319993
x3: 0.359135
x4: 0.41306
x5: 0.454227
x6: 0.171869
x7: 0.353263", "Arm 40_0
Cosine8: 0.380455 (SEM: 0)
x0: 0
x1: 0
x2: 0.292117
x3: 0.358679
x4: 0.464159
x5: 0.408847
x6: 0.220183
x7: 0.400122", "Arm 41_0
Cosine8: 0.195725 (SEM: 0)
x0: 0
x1: 0
x2: 0.309303
x3: 0.301079
x4: 0.369141
x5: 0.377485
x6: 0.14187
x7: 0.372453", "Arm 42_0
Cosine8: 0.60346 (SEM: 0)
x0: 0
x1: 0
x2: 0.323319
x3: 0.435813
x4: 0.473867
x5: 0.480565
x6: 0.237445
x7: 0.435197", "Arm 43_0
Cosine8: 0.148542 (SEM: 0)
x0: 0
x1: 0
x2: 0.273911
x3: 0.227638
x4: 0.365752
x5: 0.389768
x6: 0.0529059
x7: 0.343924", "Arm 44_0
Cosine8: 0.0699716 (SEM: 0)
x0: 0
x1: 0
x2: 0.33154
x3: 0.246365
x4: 0.405587
x5: 0.350949
x6: 0.0242938
x7: 0.374675", "Arm 45_0
Cosine8: 0.230278 (SEM: 0)
x0: 0
x1: 0
x2: 0.213226
x3: 0.15518
x4: 0.376887
x5: 0.45608
x6: 0
x7: 0.296167", "Arm 46_0
Cosine8: 0.179671 (SEM: 0)
x0: 0
x1: 0
x2: 0.339669
x3: 0.150711
x4: 0.489752
x5: 0.351613
x6: 0
x7: 0.346253", "Arm 47_0
Cosine8: 0.325582 (SEM: 0)
x0: 0
x1: 0
x2: 0.312308
x3: 0.239919
x4: 0.500743
x5: 0.301756
x6: 0
x7: 0.323574", "Arm 48_0
Cosine8: 0.227798 (SEM: 0)
x0: 0
x1: 0.104906
x2: 0.336899
x3: 0.191664
x4: 0.44251
x5: 0.365989
x6: 0
x7: 0.380049", "Arm 49_0
Cosine8: 4.686 (SEM: 0)
x0: 0.974955
x1: 0.824828
x2: 0.920563
x3: 0.104269
x4: 0.877246
x5: 0.601677
x6: 0.931125
x7: 0.37301", "Arm 50_0
Cosine8: 0.0424308 (SEM: 0)
x0: 0
x1: 0
x2: 0.360489
x3: 0.187973
x4: 0.372531
x5: 0.383866
x6: 0
x7: 0.402151", "Arm 51_0
Cosine8: -0.0414377 (SEM: 0)
x0: 0
x1: 0
x2: 0.392742
x3: 0.094288
x4: 0.311307
x5: 0.346317
x6: 0
x7: 0.411591", "Arm 52_0
Cosine8: 0.0306408 (SEM: 0)
x0: 0
x1: 0
x2: 0.398036
x3: 0.0788769
x4: 0.277622
x5: 0.27294
x6: 0
x7: 0.411784", "Arm 53_0
Cosine8: 0.22651 (SEM: 0)
x0: 0
x1: 0
x2: 0.509907
x3: 0
x4: 0.22584
x5: 0.229883
x6: 0
x7: 0.406843", "Arm 54_0
Cosine8: -0.048084 (SEM: 0)
x0: 0
x1: 0
x2: 0.339101
x3: 0
x4: 0.290497
x5: 0.295081
x6: 0
x7: 0.432927", "Arm 55_0
Cosine8: -0.14128 (SEM: 0)
x0: 0
x1: 0
x2: 0.368537
x3: 0
x4: 0.329292
x5: 0.330591
x6: 0
x7: 0.421887", "Arm 56_0
Cosine8: 0.766159 (SEM: 0)
x0: 0
x1: 0.241043
x2: 0.902333
x3: 0
x4: 0.325753
x5: 0.219982
x6: 0
x7: 0", "Arm 57_0
Cosine8: 0.00485273 (SEM: 0)
x0: 0.0952964
x1: 0
x2: 0.368854
x3: 0
x4: 0.314371
x5: 0.329262
x6: 0
x7: 0.441196", "Arm 58_0
Cosine8: -0.263853 (SEM: 0)
x0: 0
x1: 0.394737
x2: 0.445721
x3: 0
x4: 0.348303
x5: 0.0175992
x6: 0
x7: 0", "Arm 59_0
Cosine8: -0.161605 (SEM: 0)
x0: 0
x1: 0
x2: 0.402066
x3: 0
x4: 0.364819
x5: 0.312256
x6: 0
x7: 0.383291", "Arm 60_0
Cosine8: 1.82609 (SEM: 0)
x0: 0.0954292
x1: 0.221449
x2: 0.630801
x3: 0.609869
x4: 0.541028
x5: 0.335491
x6: 0.29291
x7: 0.485936", "Arm 61_0
Cosine8: 0.137442 (SEM: 0)
x0: 0
x1: 0.497645
x2: 0.537135
x3: 0
x4: 0.382008
x5: 0
x6: 0
x7: 0", "Arm 62_0
Cosine8: -0.0872329 (SEM: 0)
x0: 0
x1: 0.27464
x2: 0.487806
x3: 0
x4: 0.310888
x5: 0
x6: 0
x7: 0", "Arm 63_0
Cosine8: -0.135471 (SEM: 0)
x0: 0
x1: 0.426872
x2: 0.416219
x3: 0
x4: 0.359853
x5: 0.121755
x6: 0
x7: 0", "Arm 64_0
Cosine8: -0.310233 (SEM: 0)
x0: 0
x1: 0.375883
x2: 0.30784
x3: 0
x4: 0.346476
x5: 0
x6: 0
x7: 0.020485", "Arm 65_0
Cosine8: -0.2418 (SEM: 0)
x0: 0
x1: 0.408865
x2: 0.346205
x3: 0
x4: 0.244196
x5: 0.00258987
x6: 0
x7: 0", "Arm 66_0
Cosine8: -0.300547 (SEM: 0)
x0: 0
x1: 0.345991
x2: 0.37063
x3: 0
x4: 0.42818
x5: 0.0195615
x6: 0
x7: 0", "Arm 67_0
Cosine8: -0.139901 (SEM: 0)
x0: 0
x1: 0.376975
x2: 0.349574
x3: 0.162435
x4: 0.358708
x5: 0.00908394
x6: 0
x7: 0", "Arm 68_0
Cosine8: -0.201253 (SEM: 0)
x0: 0
x1: 0.371799
x2: 0.351299
x3: 0
x4: 0.357325
x5: 0.00996153
x6: 0.12211
x7: 0", "Arm 69_0
Cosine8: -0.153023 (SEM: 0)
x0: 0.152296
x1: 0.376965
x2: 0.352384
x3: 0
x4: 0.353633
x5: 0.00723373
x6: 0
x7: 0", "Arm 70_0
Cosine8: 4.07679 (SEM: 0)
x0: 0.72592
x1: 0.0991515
x2: 0.740703
x3: 0.734465
x4: 0.916549
x5: 0.89508
x6: 0.196412
x7: 0.898938", "Arm 71_0
Cosine8: 3.49094 (SEM: 0)
x0: 0.367321
x1: 0.909066
x2: 0.750022
x3: 0.964897
x4: 0.33628
x5: 0.0997668
x6: 0.230546
x7: 0.921997", "Arm 72_0
Cosine8: -0.258927 (SEM: 0)
x0: 0
x1: 0.359054
x2: 0.372716
x3: 0
x4: 0.361554
x5: 0.0252703
x6: 0
x7: 0.0870572", "Arm 73_0
Cosine8: -0.351764 (SEM: 0)
x0: 0
x1: 0.36911
x2: 0.356803
x3: 0
x4: 0.358121
x5: 0.011867
x6: 0
x7: 0", "Arm 74_0
Cosine8: 0.350268 (SEM: 0)
x0: 0.217326
x1: 0.352107
x2: 0.14008
x3: 0.0303991
x4: 0.407123
x5: 0.101406
x6: 0.00930176
x7: 0.474065", "Arm 75_0
Cosine8: 1.79058 (SEM: 0)
x0: 0.352654
x1: 0.348552
x2: 0.565032
x3: 0.759351
x4: 0.608092
x5: 0.246278
x6: 0.00824234
x7: 0.512158", "Arm 76_0
Cosine8: -0.299303 (SEM: 0)
x0: 0
x1: 0.336175
x2: 0.341488
x3: 0
x4: 0.345341
x5: 0.0498663
x6: 0
x7: 0", "Arm 77_0
Cosine8: -0.336507 (SEM: 0)
x0: 0
x1: 0.405096
x2: 0.351593
x3: 0
x4: 0.372123
x5: 0
x6: 0
x7: 0", "Arm 78_0
Cosine8: -0.148742 (SEM: 0)
x0: 0
x1: 0.293938
x2: 0.287431
x3: 0
x4: 0.339063
x5: 0.0918883
x6: 0
x7: 0", "Arm 79_0
Cosine8: 1.52293 (SEM: 0)
x0: 0.482972
x1: 0.174893
x2: 0.313158
x3: 0.0504968
x4: 0.22367
x5: 0.333052
x6: 0.789629
x7: 0.595144", "Arm 80_0
Cosine8: 0.120612 (SEM: 0)
x0: 0
x1: 0.636831
x2: 0
x3: 0
x4: 0.130961
x5: 0
x6: 0
x7: 0.324894", "Arm 81_0
Cosine8: 0.494165 (SEM: 0)
x0: 0
x1: 0.547248
x2: 0
x3: 0
x4: 0.668689
x5: 0
x6: 0
x7: 0.250784", "Arm 82_0
Cosine8: 0.420994 (SEM: 0)
x0: 0.277519
x1: 0.700131
x2: 0
x3: 0
x4: 0.310865
x5: 0
x6: 0
x7: 0.199416", "Arm 83_0
Cosine8: 0.0338364 (SEM: 0)
x0: 0
x1: 0.67483
x2: 0
x3: 0
x4: 0.236541
x5: 0
x6: 0
x7: 0", "Arm 84_0
Cosine8: -0.355444 (SEM: 0)
x0: 0
x1: 0.365571
x2: 0.366442
x3: 0
x4: 0.359566
x5: 0
x6: 0
x7: 0", "Arm 85_0
Cosine8: -0.498018 (SEM: 0)
x0: 0
x1: 0.48101
x2: 0
x3: 0
x4: 0
x5: 0
x6: 0
x7: 0", "Arm 86_0
Cosine8: 1.63721 (SEM: 0)
x0: 0.224273
x1: 0.447418
x2: 0.52455
x3: 0.240975
x4: 0.171978
x5: 0.40855
x6: 0.494546
x7: 0.684022", "Arm 87_0
Cosine8: -0.006336 (SEM: 0)
x0: 0
x1: 0.712033
x2: 0.159169
x3: 0
x4: 0
x5: 0
x6: 0
x7: 0", "Arm 88_0
Cosine8: -0.652064 (SEM: 0)
x0: 0
x1: 0.372429
x2: 0
x3: 0
x4: 0
x5: 0
x6: 0
x7: 0", "Arm 89_0
Cosine8: 0.679176 (SEM: 0)
x0: 0.49218
x1: 0.258841
x2: 0.128827
x3: 0.53885
x4: 0.033527
x5: 0.0892902
x6: 0.063383
x7: 0.337397", "Arm 90_0
Cosine8: -0.199674 (SEM: 0)
x0: 0
x1: 0.502783
x2: 0
x3: 0.223921
x4: 0
x5: 0
x6: 0
x7: 0", "Arm 91_0
Cosine8: -0.567678 (SEM: 0)
x0: 0
x1: 0.25143
x2: 0
x3: 0
x4: 0
x5: 0
x6: 0
x7: 0", "Arm 92_0
Cosine8: 0.25684 (SEM: 0)
x0: 0.195283
x1: 0.0485388
x2: 0.0842794
x3: 0.383121
x4: 0.149564
x5: 0.16034
x6: 0.394119
x7: 0.00739743", "Arm 93_0
Cosine8: 0.501985 (SEM: 0)
x0: 0.084421
x1: 0.0317482
x2: 0.157583
x3: 0.258818
x4: 0.487312
x5: 0.0528474
x6: 0.141152
x7: 0.229801", "Arm 94_0
Cosine8: 3.64055 (SEM: 0)
x0: 0.948591
x1: 0.167537
x2: 0.857787
x3: 0.631586
x4: 0.156308
x5: 0.64962
x6: 0.755694
x7: 0.521819", "Arm 95_0
Cosine8: 3.15796 (SEM: 0)
x0: 0.42817
x1: 0.875173
x2: 0.94811
x3: 0.439605
x4: 0.663419
x5: 0.438504
x6: 0.603967
x7: 0.475487", "Arm 96_0
Cosine8: 1.80321 (SEM: 0)
x0: 0.516141
x1: 0.635045
x2: 0.359797
x3: 0.222931
x4: 0.58798
x5: 0.171713
x6: 0.47117
x7: 0.42568", "Arm 97_0
Cosine8: 2.42679 (SEM: 0)
x0: 0.3857
x1: 0.414825
x2: 0.168669
x3: 0.768933
x4: 0.446303
x5: 0.664891
x6: 0.797453
x7: 0.790683", "Arm 98_0
Cosine8: 3.77082 (SEM: 0)
x0: 0.56866
x1: 0.763975
x2: 0.816566
x3: 0.93206
x4: 0.571092
x5: 0.517328
x6: 0.833606
x7: 0.391031", "Arm 99_0
Cosine8: 3.34145 (SEM: 0)
x0: 0.779255
x1: 0.245177
x2: 0.97558
x3: 0.867021
x4: 0.315499
x5: 0.468669
x6: 0.496713
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Cosine8: 2.16712 (SEM: 0)
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Cosine8: 0.524665 (SEM: 0)
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Cosine8: 0.744385 (SEM: 0)
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Cosine8: 0.408555 (SEM: 0)
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Cosine8: 0.381706 (SEM: 0)
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Cosine8: 0.568802 (SEM: 0)
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Cosine8: 0.304048 (SEM: 0)
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Cosine8: 0.380455 (SEM: 0)
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Cosine8: 0.60346 (SEM: 0)
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Cosine8: 0.148542 (SEM: 0)
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Cosine8: 2.16712 (SEM: 0)
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Cosine8: 0.380455 (SEM: 0)
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Cosine8: 0.195725 (SEM: 0)
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Cosine8: 1.79058 (SEM: 0)
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Cosine8: -0.336507 (SEM: 0)
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Cosine8: 0.494165 (SEM: 0)
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Cosine8: -0.006336 (SEM: 0)
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Cosine8: -0.652064 (SEM: 0)
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Cosine8: 0.679176 (SEM: 0)
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Cosine8: 2.16712 (SEM: 0)
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Cosine8: 1.77976 (SEM: 0)
x0: 0.351343
x1: 0.349609
x2: 0.561243
x3: 0.755489
x4: 0.608292
x5: 0.242615
x6: 0.00577723
x7: 0.511033", "Arm 16_0
Cosine8: 1.7022 (SEM: 0)
x0: 0.534756
x1: 0.212305
x2: 0.230282
x3: 0.188336
x4: 0.500837
x5: 0.435641
x6: 0.600296
x7: 0.180373", "Arm 17_0
Cosine8: 1.0921 (SEM: 0)
x0: 0.437527
x1: 0.0639454
x2: 0.300249
x3: 0.123531
x4: 0.266608
x5: 0.555553
x6: 0.501107
x7: 0.250394", "Arm 18_0
Cosine8: 1.52459 (SEM: 0)
x0: 0.544156
x1: 0.0768186
x2: 0.309349
x3: 0.0370356
x4: 0.504185
x5: 0.583222
x6: 0.567386
x7: 0.146942", "Arm 19_0
Cosine8: 0.710812 (SEM: 0)
x0: 0.207858
x1: 0.100166
x2: 0.392
x3: 0.281665
x4: 0.348759
x5: 0.42223
x6: 0.443568
x7: 0.199966", "Arm 20_0
Cosine8: 0.878967 (SEM: 0)
x0: 0.185764
x1: 0.254423
x2: 0.41347
x3: 0.382836
x4: 0.478185
x5: 0.279091
x6: 0.360898
x7: 0.237657", "Arm 21_0
Cosine8: 0.923713 (SEM: 0)
x0: 0.159064
x1: 0.0547706
x2: 0.346844
x3: 0.288826
x4: 0.322306
x5: 0.457973
x6: 0.622825
x7: 0.109589", "Arm 22_0
Cosine8: 0.680646 (SEM: 0)
x0: 0.136359
x1: 0.125367
x2: 0.380447
x3: 0.200992
x4: 0.280603
x5: 0.342308
x6: 0.438594
x7: 0.300775", "Arm 23_0
Cosine8: 0.638959 (SEM: 0)
x0: 0.210881
x1: 0.0876797
x2: 0.363985
x3: 0.418151
x4: 0.347458
x5: 0.453787
x6: 0.314838
x7: 0.164643", "Arm 24_0
Cosine8: 0.72553 (SEM: 0)
x0: 0.294862
x1: 0.116673
x2: 0.45409
x3: 0.255882
x4: 0.255628
x5: 0.349329
x6: 0.428688
x7: 0.120474", "Arm 25_0
Cosine8: 0.616898 (SEM: 0)
x0: 0.14875
x1: 0.0898633
x2: 0.372534
x3: 0.341945
x4: 0.213358
x5: 0.341398
x6: 0.280605
x7: 0.173454", "Arm 26_0
Cosine8: 0.534364 (SEM: 0)
x0: 0.234117
x1: 0
x2: 0.378182
x3: 0.408558
x4: 0.240633
x5: 0.312047
x6: 0.347695
x7: 0.28208", "Arm 27_0
Cosine8: 0.739533 (SEM: 0)
x0: 0.105869
x1: 0.192853
x2: 0.381824
x3: 0.25979
x4: 0.221564
x5: 0.432054
x6: 0.260462
x7: 0.115622", "Arm 28_0
Cosine8: 0.546236 (SEM: 0)
x0: 0.189096
x1: 0
x2: 0.42542
x3: 0.371988
x4: 0.223776
x5: 0.39798
x6: 0.26833
x7: 0.345456", "Arm 29_0
Cosine8: 0.584769 (SEM: 0)
x0: 0.300955
x1: 0
x2: 0.37096
x3: 0.276385
x4: 0.319334
x5: 0.299329
x6: 0.219885
x7: 0.256414", "Arm 30_0
Cosine8: 0.70467 (SEM: 0)
x0: 0.201777
x1: 0.0972709
x2: 0.37342
x3: 0.474207
x4: 0.1615
x5: 0.361537
x6: 0.415868
x7: 0.297394", "Arm 31_0
Cosine8: 0.524665 (SEM: 0)
x0: 0.188097
x1: 0
x2: 0.407942
x3: 0.378773
x4: 0.310579
x5: 0.333612
x6: 0.262373
x7: 0.279832", "Arm 32_0
Cosine8: 0.517835 (SEM: 0)
x0: 0.275639
x1: 0
x2: 0.3863
x3: 0.319236
x4: 0.208845
x5: 0.369403
x6: 0.278004
x7: 0.311315", "Arm 33_0
Cosine8: 0.368656 (SEM: 0)
x0: 0.107178
x1: 0
x2: 0.33194
x3: 0.411469
x4: 0.3295
x5: 0.364965
x6: 0.206395
x7: 0.398683", "Arm 34_0
Cosine8: 0.535707 (SEM: 0)
x0: 0.0936805
x1: 0
x2: 0.282175
x3: 0.399857
x4: 0.289683
x5: 0.412899
x6: 0.11204
x7: 0.506123", "Arm 35_0
Cosine8: 0.744385 (SEM: 0)
x0: 0.050318
x1: 0
x2: 0.311658
x3: 0.372888
x4: 0.306479
x5: 0.268325
x6: 0.209267
x7: 0.584753", "Arm 36_0
Cosine8: 0.408555 (SEM: 0)
x0: 0
x1: 0
x2: 0.27913
x3: 0.511197
x4: 0.413518
x5: 0.416395
x6: 0.106676
x7: 0.366513", "Arm 37_0
Cosine8: 0.381706 (SEM: 0)
x0: 0.0766253
x1: 0
x2: 0.310443
x3: 0.43755
x4: 0.347706
x5: 0.417806
x6: 0.189007
x7: 0.33826", "Arm 38_0
Cosine8: 0.568802 (SEM: 0)
x0: 0.153131
x1: 0
x2: 0.314139
x3: 0.52536
x4: 0.35685
x5: 0.378142
x6: 0.111731
x7: 0.352788", "Arm 39_0
Cosine8: 0.304048 (SEM: 0)
x0: 0
x1: 0
x2: 0.319993
x3: 0.359135
x4: 0.41306
x5: 0.454227
x6: 0.171869
x7: 0.353263", "Arm 40_0
Cosine8: 0.380455 (SEM: 0)
x0: 0
x1: 0
x2: 0.292117
x3: 0.358679
x4: 0.464159
x5: 0.408847
x6: 0.220183
x7: 0.400122", "Arm 41_0
Cosine8: 0.195725 (SEM: 0)
x0: 0
x1: 0
x2: 0.309303
x3: 0.301079
x4: 0.369141
x5: 0.377485
x6: 0.14187
x7: 0.372453", "Arm 42_0
Cosine8: 0.60346 (SEM: 0)
x0: 0
x1: 0
x2: 0.323319
x3: 0.435813
x4: 0.473867
x5: 0.480565
x6: 0.237445
x7: 0.435197", "Arm 43_0
Cosine8: 0.148542 (SEM: 0)
x0: 0
x1: 0
x2: 0.273911
x3: 0.227638
x4: 0.365752
x5: 0.389768
x6: 0.0529059
x7: 0.343924", "Arm 44_0
Cosine8: 0.0699716 (SEM: 0)
x0: 0
x1: 0
x2: 0.33154
x3: 0.246365
x4: 0.405587
x5: 0.350949
x6: 0.0242938
x7: 0.374675", "Arm 45_0
Cosine8: 0.230278 (SEM: 0)
x0: 0
x1: 0
x2: 0.213226
x3: 0.15518
x4: 0.376887
x5: 0.45608
x6: 0
x7: 0.296167", "Arm 46_0
Cosine8: 0.179671 (SEM: 0)
x0: 0
x1: 0
x2: 0.339669
x3: 0.150711
x4: 0.489752
x5: 0.351613
x6: 0
x7: 0.346253", "Arm 47_0
Cosine8: 0.325582 (SEM: 0)
x0: 0
x1: 0
x2: 0.312308
x3: 0.239919
x4: 0.500743
x5: 0.301756
x6: 0
x7: 0.323574", "Arm 48_0
Cosine8: 0.227798 (SEM: 0)
x0: 0
x1: 0.104906
x2: 0.336899
x3: 0.191664
x4: 0.44251
x5: 0.365989
x6: 0
x7: 0.380049", "Arm 49_0
Cosine8: 4.686 (SEM: 0)
x0: 0.974955
x1: 0.824828
x2: 0.920563
x3: 0.104269
x4: 0.877246
x5: 0.601677
x6: 0.931125
x7: 0.37301", "Arm 50_0
Cosine8: 0.0424308 (SEM: 0)
x0: 0
x1: 0
x2: 0.360489
x3: 0.187973
x4: 0.372531
x5: 0.383866
x6: 0
x7: 0.402151", "Arm 51_0
Cosine8: -0.0414377 (SEM: 0)
x0: 0
x1: 0
x2: 0.392742
x3: 0.094288
x4: 0.311307
x5: 0.346317
x6: 0
x7: 0.411591", "Arm 52_0
Cosine8: 0.0306408 (SEM: 0)
x0: 0
x1: 0
x2: 0.398036
x3: 0.0788769
x4: 0.277622
x5: 0.27294
x6: 0
x7: 0.411784", "Arm 53_0
Cosine8: 0.22651 (SEM: 0)
x0: 0
x1: 0
x2: 0.509907
x3: 0
x4: 0.22584
x5: 0.229883
x6: 0
x7: 0.406843", "Arm 54_0
Cosine8: -0.048084 (SEM: 0)
x0: 0
x1: 0
x2: 0.339101
x3: 0
x4: 0.290497
x5: 0.295081
x6: 0
x7: 0.432927", "Arm 55_0
Cosine8: -0.14128 (SEM: 0)
x0: 0
x1: 0
x2: 0.368537
x3: 0
x4: 0.329292
x5: 0.330591
x6: 0
x7: 0.421887", "Arm 56_0
Cosine8: 0.766159 (SEM: 0)
x0: 0
x1: 0.241043
x2: 0.902333
x3: 0
x4: 0.325753
x5: 0.219982
x6: 0
x7: 0", "Arm 57_0
Cosine8: 0.00485273 (SEM: 0)
x0: 0.0952964
x1: 0
x2: 0.368854
x3: 0
x4: 0.314371
x5: 0.329262
x6: 0
x7: 0.441196", "Arm 58_0
Cosine8: -0.263853 (SEM: 0)
x0: 0
x1: 0.394737
x2: 0.445721
x3: 0
x4: 0.348303
x5: 0.0175992
x6: 0
x7: 0", "Arm 59_0
Cosine8: -0.161605 (SEM: 0)
x0: 0
x1: 0
x2: 0.402066
x3: 0
x4: 0.364819
x5: 0.312256
x6: 0
x7: 0.383291", "Arm 60_0
Cosine8: 1.82609 (SEM: 0)
x0: 0.0954292
x1: 0.221449
x2: 0.630801
x3: 0.609869
x4: 0.541028
x5: 0.335491
x6: 0.29291
x7: 0.485936", "Arm 61_0
Cosine8: 0.137442 (SEM: 0)
x0: 0
x1: 0.497645
x2: 0.537135
x3: 0
x4: 0.382008
x5: 0
x6: 0
x7: 0", "Arm 62_0
Cosine8: -0.0872329 (SEM: 0)
x0: 0
x1: 0.27464
x2: 0.487806
x3: 0
x4: 0.310888
x5: 0
x6: 0
x7: 0", "Arm 63_0
Cosine8: -0.135471 (SEM: 0)
x0: 0
x1: 0.426872
x2: 0.416219
x3: 0
x4: 0.359853
x5: 0.121755
x6: 0
x7: 0", "Arm 64_0
Cosine8: -0.310233 (SEM: 0)
x0: 0
x1: 0.375883
x2: 0.30784
x3: 0
x4: 0.346476
x5: 0
x6: 0
x7: 0.020485", "Arm 65_0
Cosine8: -0.2418 (SEM: 0)
x0: 0
x1: 0.408865
x2: 0.346205
x3: 0
x4: 0.244196
x5: 0.00258987
x6: 0
x7: 0", "Arm 66_0
Cosine8: -0.300547 (SEM: 0)
x0: 0
x1: 0.345991
x2: 0.37063
x3: 0
x4: 0.42818
x5: 0.0195615
x6: 0
x7: 0", "Arm 67_0
Cosine8: -0.139901 (SEM: 0)
x0: 0
x1: 0.376975
x2: 0.349574
x3: 0.162435
x4: 0.358708
x5: 0.00908394
x6: 0
x7: 0", "Arm 68_0
Cosine8: -0.201253 (SEM: 0)
x0: 0
x1: 0.371799
x2: 0.351299
x3: 0
x4: 0.357325
x5: 0.00996153
x6: 0.12211
x7: 0", "Arm 69_0
Cosine8: -0.153023 (SEM: 0)
x0: 0.152296
x1: 0.376965
x2: 0.352384
x3: 0
x4: 0.353633
x5: 0.00723373
x6: 0
x7: 0", "Arm 70_0
Cosine8: 4.07679 (SEM: 0)
x0: 0.72592
x1: 0.0991515
x2: 0.740703
x3: 0.734465
x4: 0.916549
x5: 0.89508
x6: 0.196412
x7: 0.898938", "Arm 71_0
Cosine8: 3.49094 (SEM: 0)
x0: 0.367321
x1: 0.909066
x2: 0.750022
x3: 0.964897
x4: 0.33628
x5: 0.0997668
x6: 0.230546
x7: 0.921997", "Arm 72_0
Cosine8: -0.258927 (SEM: 0)
x0: 0
x1: 0.359054
x2: 0.372716
x3: 0
x4: 0.361554
x5: 0.0252703
x6: 0
x7: 0.0870572", "Arm 73_0
Cosine8: -0.351764 (SEM: 0)
x0: 0
x1: 0.36911
x2: 0.356803
x3: 0
x4: 0.358121
x5: 0.011867
x6: 0
x7: 0", "Arm 74_0
Cosine8: 0.350268 (SEM: 0)
x0: 0.217326
x1: 0.352107
x2: 0.14008
x3: 0.0303991
x4: 0.407123
x5: 0.101406
x6: 0.00930176
x7: 0.474065", "Arm 75_0
Cosine8: 1.79058 (SEM: 0)
x0: 0.352654
x1: 0.348552
x2: 0.565032
x3: 0.759351
x4: 0.608092
x5: 0.246278
x6: 0.00824234
x7: 0.512158", "Arm 76_0
Cosine8: -0.299303 (SEM: 0)
x0: 0
x1: 0.336175
x2: 0.341488
x3: 0
x4: 0.345341
x5: 0.0498663
x6: 0
x7: 0", "Arm 77_0
Cosine8: -0.336507 (SEM: 0)
x0: 0
x1: 0.405096
x2: 0.351593
x3: 0
x4: 0.372123
x5: 0
x6: 0
x7: 0", "Arm 78_0
Cosine8: -0.148742 (SEM: 0)
x0: 0
x1: 0.293938
x2: 0.287431
x3: 0
x4: 0.339063
x5: 0.0918883
x6: 0
x7: 0", "Arm 79_0
Cosine8: 1.52293 (SEM: 0)
x0: 0.482972
x1: 0.174893
x2: 0.313158
x3: 0.0504968
x4: 0.22367
x5: 0.333052
x6: 0.789629
x7: 0.595144", "Arm 80_0
Cosine8: 0.120612 (SEM: 0)
x0: 0
x1: 0.636831
x2: 0
x3: 0
x4: 0.130961
x5: 0
x6: 0
x7: 0.324894", "Arm 81_0
Cosine8: 0.494165 (SEM: 0)
x0: 0
x1: 0.547248
x2: 0
x3: 0
x4: 0.668689
x5: 0
x6: 0
x7: 0.250784", "Arm 82_0
Cosine8: 0.420994 (SEM: 0)
x0: 0.277519
x1: 0.700131
x2: 0
x3: 0
x4: 0.310865
x5: 0
x6: 0
x7: 0.199416", "Arm 83_0
Cosine8: 0.0338364 (SEM: 0)
x0: 0
x1: 0.67483
x2: 0
x3: 0
x4: 0.236541
x5: 0
x6: 0
x7: 0", "Arm 84_0
Cosine8: -0.355444 (SEM: 0)
x0: 0
x1: 0.365571
x2: 0.366442
x3: 0
x4: 0.359566
x5: 0
x6: 0
x7: 0", "Arm 85_0
Cosine8: -0.498018 (SEM: 0)
x0: 0
x1: 0.48101
x2: 0
x3: 0
x4: 0
x5: 0
x6: 0
x7: 0", "Arm 86_0
Cosine8: 1.63721 (SEM: 0)
x0: 0.224273
x1: 0.447418
x2: 0.52455
x3: 0.240975
x4: 0.171978
x5: 0.40855
x6: 0.494546
x7: 0.684022", "Arm 87_0
Cosine8: -0.006336 (SEM: 0)
x0: 0
x1: 0.712033
x2: 0.159169
x3: 0
x4: 0
x5: 0
x6: 0
x7: 0", "Arm 88_0
Cosine8: -0.652064 (SEM: 0)
x0: 0
x1: 0.372429
x2: 0
x3: 0
x4: 0
x5: 0
x6: 0
x7: 0", "Arm 89_0
Cosine8: 0.679176 (SEM: 0)
x0: 0.49218
x1: 0.258841
x2: 0.128827
x3: 0.53885
x4: 0.033527
x5: 0.0892902
x6: 0.063383
x7: 0.337397", "Arm 90_0
Cosine8: -0.199674 (SEM: 0)
x0: 0
x1: 0.502783
x2: 0
x3: 0.223921
x4: 0
x5: 0
x6: 0
x7: 0", "Arm 91_0
Cosine8: -0.567678 (SEM: 0)
x0: 0
x1: 0.25143
x2: 0
x3: 0
x4: 0
x5: 0
x6: 0
x7: 0", "Arm 92_0
Cosine8: 0.25684 (SEM: 0)
x0: 0.195283
x1: 0.0485388
x2: 0.0842794
x3: 0.383121
x4: 0.149564
x5: 0.16034
x6: 0.394119
x7: 0.00739743", "Arm 93_0
Cosine8: 0.501985 (SEM: 0)
x0: 0.084421
x1: 0.0317482
x2: 0.157583
x3: 0.258818
x4: 0.487312
x5: 0.0528474
x6: 0.141152
x7: 0.229801", "Arm 94_0
Cosine8: 3.64055 (SEM: 0)
x0: 0.948591
x1: 0.167537
x2: 0.857787
x3: 0.631586
x4: 0.156308
x5: 0.64962
x6: 0.755694
x7: 0.521819", "Arm 95_0
Cosine8: 3.15796 (SEM: 0)
x0: 0.42817
x1: 0.875173
x2: 0.94811
x3: 0.439605
x4: 0.663419
x5: 0.438504
x6: 0.603967
x7: 0.475487", "Arm 96_0
Cosine8: 1.80321 (SEM: 0)
x0: 0.516141
x1: 0.635045
x2: 0.359797
x3: 0.222931
x4: 0.58798
x5: 0.171713
x6: 0.47117
x7: 0.42568", "Arm 97_0
Cosine8: 2.42679 (SEM: 0)
x0: 0.3857
x1: 0.414825
x2: 0.168669
x3: 0.768933
x4: 0.446303
x5: 0.664891
x6: 0.797453
x7: 0.790683", "Arm 98_0
Cosine8: 3.77082 (SEM: 0)
x0: 0.56866
x1: 0.763975
x2: 0.816566
x3: 0.93206
x4: 0.571092
x5: 0.517328
x6: 0.833606
x7: 0.391031", "Arm 99_0
Cosine8: 3.34145 (SEM: 0)
x0: 0.779255
x1: 0.245177
x2: 0.97558
x3: 0.867021
x4: 0.315499
x5: 0.468669
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x4: 0.347458
x5: 0.453787
x6: 0.314838
x7: 0.164643", "Arm 24_0
Cosine8: 0.72553 (SEM: 0)
x0: 0.294862
x1: 0.116673
x2: 0.45409
x3: 0.255882
x4: 0.255628
x5: 0.349329
x6: 0.428688
x7: 0.120474", "Arm 25_0
Cosine8: 0.616898 (SEM: 0)
x0: 0.14875
x1: 0.0898633
x2: 0.372534
x3: 0.341945
x4: 0.213358
x5: 0.341398
x6: 0.280605
x7: 0.173454", "Arm 26_0
Cosine8: 0.534364 (SEM: 0)
x0: 0.234117
x1: 0
x2: 0.378182
x3: 0.408558
x4: 0.240633
x5: 0.312047
x6: 0.347695
x7: 0.28208", "Arm 27_0
Cosine8: 0.739533 (SEM: 0)
x0: 0.105869
x1: 0.192853
x2: 0.381824
x3: 0.25979
x4: 0.221564
x5: 0.432054
x6: 0.260462
x7: 0.115622", "Arm 28_0
Cosine8: 0.546236 (SEM: 0)
x0: 0.189096
x1: 0
x2: 0.42542
x3: 0.371988
x4: 0.223776
x5: 0.39798
x6: 0.26833
x7: 0.345456", "Arm 29_0
Cosine8: 0.584769 (SEM: 0)
x0: 0.300955
x1: 0
x2: 0.37096
x3: 0.276385
x4: 0.319334
x5: 0.299329
x6: 0.219885
x7: 0.256414", "Arm 30_0
Cosine8: 0.70467 (SEM: 0)
x0: 0.201777
x1: 0.0972709
x2: 0.37342
x3: 0.474207
x4: 0.1615
x5: 0.361537
x6: 0.415868
x7: 0.297394", "Arm 31_0
Cosine8: 0.524665 (SEM: 0)
x0: 0.188097
x1: 0
x2: 0.407942
x3: 0.378773
x4: 0.310579
x5: 0.333612
x6: 0.262373
x7: 0.279832", "Arm 32_0
Cosine8: 0.517835 (SEM: 0)
x0: 0.275639
x1: 0
x2: 0.3863
x3: 0.319236
x4: 0.208845
x5: 0.369403
x6: 0.278004
x7: 0.311315", "Arm 33_0
Cosine8: 0.368656 (SEM: 0)
x0: 0.107178
x1: 0
x2: 0.33194
x3: 0.411469
x4: 0.3295
x5: 0.364965
x6: 0.206395
x7: 0.398683", "Arm 34_0
Cosine8: 0.535707 (SEM: 0)
x0: 0.0936805
x1: 0
x2: 0.282175
x3: 0.399857
x4: 0.289683
x5: 0.412899
x6: 0.11204
x7: 0.506123", "Arm 35_0
Cosine8: 0.744385 (SEM: 0)
x0: 0.050318
x1: 0
x2: 0.311658
x3: 0.372888
x4: 0.306479
x5: 0.268325
x6: 0.209267
x7: 0.584753", "Arm 36_0
Cosine8: 0.408555 (SEM: 0)
x0: 0
x1: 0
x2: 0.27913
x3: 0.511197
x4: 0.413518
x5: 0.416395
x6: 0.106676
x7: 0.366513", "Arm 37_0
Cosine8: 0.381706 (SEM: 0)
x0: 0.0766253
x1: 0
x2: 0.310443
x3: 0.43755
x4: 0.347706
x5: 0.417806
x6: 0.189007
x7: 0.33826", "Arm 38_0
Cosine8: 0.568802 (SEM: 0)
x0: 0.153131
x1: 0
x2: 0.314139
x3: 0.52536
x4: 0.35685
x5: 0.378142
x6: 0.111731
x7: 0.352788", "Arm 39_0
Cosine8: 0.304048 (SEM: 0)
x0: 0
x1: 0
x2: 0.319993
x3: 0.359135
x4: 0.41306
x5: 0.454227
x6: 0.171869
x7: 0.353263", "Arm 40_0
Cosine8: 0.380455 (SEM: 0)
x0: 0
x1: 0
x2: 0.292117
x3: 0.358679
x4: 0.464159
x5: 0.408847
x6: 0.220183
x7: 0.400122", "Arm 41_0
Cosine8: 0.195725 (SEM: 0)
x0: 0
x1: 0
x2: 0.309303
x3: 0.301079
x4: 0.369141
x5: 0.377485
x6: 0.14187
x7: 0.372453", "Arm 42_0
Cosine8: 0.60346 (SEM: 0)
x0: 0
x1: 0
x2: 0.323319
x3: 0.435813
x4: 0.473867
x5: 0.480565
x6: 0.237445
x7: 0.435197", "Arm 43_0
Cosine8: 0.148542 (SEM: 0)
x0: 0
x1: 0
x2: 0.273911
x3: 0.227638
x4: 0.365752
x5: 0.389768
x6: 0.0529059
x7: 0.343924", "Arm 44_0
Cosine8: 0.0699716 (SEM: 0)
x0: 0
x1: 0
x2: 0.33154
x3: 0.246365
x4: 0.405587
x5: 0.350949
x6: 0.0242938
x7: 0.374675", "Arm 45_0
Cosine8: 0.230278 (SEM: 0)
x0: 0
x1: 0
x2: 0.213226
x3: 0.15518
x4: 0.376887
x5: 0.45608
x6: 0
x7: 0.296167", "Arm 46_0
Cosine8: 0.179671 (SEM: 0)
x0: 0
x1: 0
x2: 0.339669
x3: 0.150711
x4: 0.489752
x5: 0.351613
x6: 0
x7: 0.346253", "Arm 47_0
Cosine8: 0.325582 (SEM: 0)
x0: 0
x1: 0
x2: 0.312308
x3: 0.239919
x4: 0.500743
x5: 0.301756
x6: 0
x7: 0.323574", "Arm 48_0
Cosine8: 0.227798 (SEM: 0)
x0: 0
x1: 0.104906
x2: 0.336899
x3: 0.191664
x4: 0.44251
x5: 0.365989
x6: 0
x7: 0.380049", "Arm 49_0
Cosine8: 4.686 (SEM: 0)
x0: 0.974955
x1: 0.824828
x2: 0.920563
x3: 0.104269
x4: 0.877246
x5: 0.601677
x6: 0.931125
x7: 0.37301", "Arm 50_0
Cosine8: 0.0424308 (SEM: 0)
x0: 0
x1: 0
x2: 0.360489
x3: 0.187973
x4: 0.372531
x5: 0.383866
x6: 0
x7: 0.402151", "Arm 51_0
Cosine8: -0.0414377 (SEM: 0)
x0: 0
x1: 0
x2: 0.392742
x3: 0.094288
x4: 0.311307
x5: 0.346317
x6: 0
x7: 0.411591", "Arm 52_0
Cosine8: 0.0306408 (SEM: 0)
x0: 0
x1: 0
x2: 0.398036
x3: 0.0788769
x4: 0.277622
x5: 0.27294
x6: 0
x7: 0.411784", "Arm 53_0
Cosine8: 0.22651 (SEM: 0)
x0: 0
x1: 0
x2: 0.509907
x3: 0
x4: 0.22584
x5: 0.229883
x6: 0
x7: 0.406843", "Arm 54_0
Cosine8: -0.048084 (SEM: 0)
x0: 0
x1: 0
x2: 0.339101
x3: 0
x4: 0.290497
x5: 0.295081
x6: 0
x7: 0.432927", "Arm 55_0
Cosine8: -0.14128 (SEM: 0)
x0: 0
x1: 0
x2: 0.368537
x3: 0
x4: 0.329292
x5: 0.330591
x6: 0
x7: 0.421887", "Arm 56_0
Cosine8: 0.766159 (SEM: 0)
x0: 0
x1: 0.241043
x2: 0.902333
x3: 0
x4: 0.325753
x5: 0.219982
x6: 0
x7: 0", "Arm 57_0
Cosine8: 0.00485273 (SEM: 0)
x0: 0.0952964
x1: 0
x2: 0.368854
x3: 0
x4: 0.314371
x5: 0.329262
x6: 0
x7: 0.441196", "Arm 58_0
Cosine8: -0.263853 (SEM: 0)
x0: 0
x1: 0.394737
x2: 0.445721
x3: 0
x4: 0.348303
x5: 0.0175992
x6: 0
x7: 0", "Arm 59_0
Cosine8: -0.161605 (SEM: 0)
x0: 0
x1: 0
x2: 0.402066
x3: 0
x4: 0.364819
x5: 0.312256
x6: 0
x7: 0.383291", "Arm 60_0
Cosine8: 1.82609 (SEM: 0)
x0: 0.0954292
x1: 0.221449
x2: 0.630801
x3: 0.609869
x4: 0.541028
x5: 0.335491
x6: 0.29291
x7: 0.485936", "Arm 61_0
Cosine8: 0.137442 (SEM: 0)
x0: 0
x1: 0.497645
x2: 0.537135
x3: 0
x4: 0.382008
x5: 0
x6: 0
x7: 0", "Arm 62_0
Cosine8: -0.0872329 (SEM: 0)
x0: 0
x1: 0.27464
x2: 0.487806
x3: 0
x4: 0.310888
x5: 0
x6: 0
x7: 0", "Arm 63_0
Cosine8: -0.135471 (SEM: 0)
x0: 0
x1: 0.426872
x2: 0.416219
x3: 0
x4: 0.359853
x5: 0.121755
x6: 0
x7: 0", "Arm 64_0
Cosine8: -0.310233 (SEM: 0)
x0: 0
x1: 0.375883
x2: 0.30784
x3: 0
x4: 0.346476
x5: 0
x6: 0
x7: 0.020485", "Arm 65_0
Cosine8: -0.2418 (SEM: 0)
x0: 0
x1: 0.408865
x2: 0.346205
x3: 0
x4: 0.244196
x5: 0.00258987
x6: 0
x7: 0", "Arm 66_0
Cosine8: -0.300547 (SEM: 0)
x0: 0
x1: 0.345991
x2: 0.37063
x3: 0
x4: 0.42818
x5: 0.0195615
x6: 0
x7: 0", "Arm 67_0
Cosine8: -0.139901 (SEM: 0)
x0: 0
x1: 0.376975
x2: 0.349574
x3: 0.162435
x4: 0.358708
x5: 0.00908394
x6: 0
x7: 0", "Arm 68_0
Cosine8: -0.201253 (SEM: 0)
x0: 0
x1: 0.371799
x2: 0.351299
x3: 0
x4: 0.357325
x5: 0.00996153
x6: 0.12211
x7: 0", "Arm 69_0
Cosine8: -0.153023 (SEM: 0)
x0: 0.152296
x1: 0.376965
x2: 0.352384
x3: 0
x4: 0.353633
x5: 0.00723373
x6: 0
x7: 0", "Arm 70_0
Cosine8: 4.07679 (SEM: 0)
x0: 0.72592
x1: 0.0991515
x2: 0.740703
x3: 0.734465
x4: 0.916549
x5: 0.89508
x6: 0.196412
x7: 0.898938", "Arm 71_0
Cosine8: 3.49094 (SEM: 0)
x0: 0.367321
x1: 0.909066
x2: 0.750022
x3: 0.964897
x4: 0.33628
x5: 0.0997668
x6: 0.230546
x7: 0.921997", "Arm 72_0
Cosine8: -0.258927 (SEM: 0)
x0: 0
x1: 0.359054
x2: 0.372716
x3: 0
x4: 0.361554
x5: 0.0252703
x6: 0
x7: 0.0870572", "Arm 73_0
Cosine8: -0.351764 (SEM: 0)
x0: 0
x1: 0.36911
x2: 0.356803
x3: 0
x4: 0.358121
x5: 0.011867
x6: 0
x7: 0", "Arm 74_0
Cosine8: 0.350268 (SEM: 0)
x0: 0.217326
x1: 0.352107
x2: 0.14008
x3: 0.0303991
x4: 0.407123
x5: 0.101406
x6: 0.00930176
x7: 0.474065", "Arm 75_0
Cosine8: 1.79058 (SEM: 0)
x0: 0.352654
x1: 0.348552
x2: 0.565032
x3: 0.759351
x4: 0.608092
x5: 0.246278
x6: 0.00824234
x7: 0.512158", "Arm 76_0
Cosine8: -0.299303 (SEM: 0)
x0: 0
x1: 0.336175
x2: 0.341488
x3: 0
x4: 0.345341
x5: 0.0498663
x6: 0
x7: 0", "Arm 77_0
Cosine8: -0.336507 (SEM: 0)
x0: 0
x1: 0.405096
x2: 0.351593
x3: 0
x4: 0.372123
x5: 0
x6: 0
x7: 0", "Arm 78_0
Cosine8: -0.148742 (SEM: 0)
x0: 0
x1: 0.293938
x2: 0.287431
x3: 0
x4: 0.339063
x5: 0.0918883
x6: 0
x7: 0", "Arm 79_0
Cosine8: 1.52293 (SEM: 0)
x0: 0.482972
x1: 0.174893
x2: 0.313158
x3: 0.0504968
x4: 0.22367
x5: 0.333052
x6: 0.789629
x7: 0.595144", "Arm 80_0
Cosine8: 0.120612 (SEM: 0)
x0: 0
x1: 0.636831
x2: 0
x3: 0
x4: 0.130961
x5: 0
x6: 0
x7: 0.324894", "Arm 81_0
Cosine8: 0.494165 (SEM: 0)
x0: 0
x1: 0.547248
x2: 0
x3: 0
x4: 0.668689
x5: 0
x6: 0
x7: 0.250784", "Arm 82_0
Cosine8: 0.420994 (SEM: 0)
x0: 0.277519
x1: 0.700131
x2: 0
x3: 0
x4: 0.310865
x5: 0
x6: 0
x7: 0.199416", "Arm 83_0
Cosine8: 0.0338364 (SEM: 0)
x0: 0
x1: 0.67483
x2: 0
x3: 0
x4: 0.236541
x5: 0
x6: 0
x7: 0", "Arm 84_0
Cosine8: -0.355444 (SEM: 0)
x0: 0
x1: 0.365571
x2: 0.366442
x3: 0
x4: 0.359566
x5: 0
x6: 0
x7: 0", "Arm 85_0
Cosine8: -0.498018 (SEM: 0)
x0: 0
x1: 0.48101
x2: 0
x3: 0
x4: 0
x5: 0
x6: 0
x7: 0", "Arm 86_0
Cosine8: 1.63721 (SEM: 0)
x0: 0.224273
x1: 0.447418
x2: 0.52455
x3: 0.240975
x4: 0.171978
x5: 0.40855
x6: 0.494546
x7: 0.684022", "Arm 87_0
Cosine8: -0.006336 (SEM: 0)
x0: 0
x1: 0.712033
x2: 0.159169
x3: 0
x4: 0
x5: 0
x6: 0
x7: 0", "Arm 88_0
Cosine8: -0.652064 (SEM: 0)
x0: 0
x1: 0.372429
x2: 0
x3: 0
x4: 0
x5: 0
x6: 0
x7: 0", "Arm 89_0
Cosine8: 0.679176 (SEM: 0)
x0: 0.49218
x1: 0.258841
x2: 0.128827
x3: 0.53885
x4: 0.033527
x5: 0.0892902
x6: 0.063383
x7: 0.337397", "Arm 90_0
Cosine8: -0.199674 (SEM: 0)
x0: 0
x1: 0.502783
x2: 0
x3: 0.223921
x4: 0
x5: 0
x6: 0
x7: 0", "Arm 91_0
Cosine8: -0.567678 (SEM: 0)
x0: 0
x1: 0.25143
x2: 0
x3: 0
x4: 0
x5: 0
x6: 0
x7: 0", "Arm 92_0
Cosine8: 0.25684 (SEM: 0)
x0: 0.195283
x1: 0.0485388
x2: 0.0842794
x3: 0.383121
x4: 0.149564
x5: 0.16034
x6: 0.394119
x7: 0.00739743", "Arm 93_0
Cosine8: 0.501985 (SEM: 0)
x0: 0.084421
x1: 0.0317482
x2: 0.157583
x3: 0.258818
x4: 0.487312
x5: 0.0528474
x6: 0.141152
x7: 0.229801", "Arm 94_0
Cosine8: 3.64055 (SEM: 0)
x0: 0.948591
x1: 0.167537
x2: 0.857787
x3: 0.631586
x4: 0.156308
x5: 0.64962
x6: 0.755694
x7: 0.521819", "Arm 95_0
Cosine8: 3.15796 (SEM: 0)
x0: 0.42817
x1: 0.875173
x2: 0.94811
x3: 0.439605
x4: 0.663419
x5: 0.438504
x6: 0.603967
x7: 0.475487", "Arm 96_0
Cosine8: 1.80321 (SEM: 0)
x0: 0.516141
x1: 0.635045
x2: 0.359797
x3: 0.222931
x4: 0.58798
x5: 0.171713
x6: 0.47117
x7: 0.42568", "Arm 97_0
Cosine8: 2.42679 (SEM: 0)
x0: 0.3857
x1: 0.414825
x2: 0.168669
x3: 0.768933
x4: 0.446303
x5: 0.664891
x6: 0.797453
x7: 0.790683", "Arm 98_0
Cosine8: 3.77082 (SEM: 0)
x0: 0.56866
x1: 0.763975
x2: 0.816566
x3: 0.93206
x4: 0.571092
x5: 0.517328
x6: 0.833606
x7: 0.391031", "Arm 99_0
Cosine8: 3.34145 (SEM: 0)
x0: 0.779255
x1: 0.245177
x2: 0.97558
x3: 0.867021
x4: 0.315499
x5: 0.468669
x6: 0.496713
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Cosine8: 0.494165 (SEM: 0)
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Cosine8: 0.420994 (SEM: 0)
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Cosine8: -0.006336 (SEM: 0)
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Cosine8: 3.15796 (SEM: 0)
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Cosine8: 2.42679 (SEM: 0)
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Cosine8: 3.34145 (SEM: 0)
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Cosine8: 2.16712 (SEM: 0)
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Cosine8: 1.52459 (SEM: 0)
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Cosine8: 0.524665 (SEM: 0)
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Cosine8: 0.368656 (SEM: 0)
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Cosine8: 0.535707 (SEM: 0)
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Cosine8: 0.744385 (SEM: 0)
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Cosine8: 0.408555 (SEM: 0)
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Cosine8: 0.381706 (SEM: 0)
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Cosine8: 0.568802 (SEM: 0)
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Cosine8: 0.304048 (SEM: 0)
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Cosine8: 0.380455 (SEM: 0)
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Cosine8: -0.006336 (SEM: 0)
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Cosine8: 1.7022 (SEM: 0)
x0: 0.534756
x1: 0.212305
x2: 0.230282
x3: 0.188336
x4: 0.500837
x5: 0.435641
x6: 0.600296
x7: 0.180373", "Arm 17_0
Cosine8: 1.0921 (SEM: 0)
x0: 0.437527
x1: 0.0639454
x2: 0.300249
x3: 0.123531
x4: 0.266608
x5: 0.555553
x6: 0.501107
x7: 0.250394", "Arm 18_0
Cosine8: 1.52459 (SEM: 0)
x0: 0.544156
x1: 0.0768186
x2: 0.309349
x3: 0.0370356
x4: 0.504185
x5: 0.583222
x6: 0.567386
x7: 0.146942", "Arm 19_0
Cosine8: 0.710812 (SEM: 0)
x0: 0.207858
x1: 0.100166
x2: 0.392
x3: 0.281665
x4: 0.348759
x5: 0.42223
x6: 0.443568
x7: 0.199966", "Arm 20_0
Cosine8: 0.878967 (SEM: 0)
x0: 0.185764
x1: 0.254423
x2: 0.41347
x3: 0.382836
x4: 0.478185
x5: 0.279091
x6: 0.360898
x7: 0.237657", "Arm 21_0
Cosine8: 0.923713 (SEM: 0)
x0: 0.159064
x1: 0.0547706
x2: 0.346844
x3: 0.288826
x4: 0.322306
x5: 0.457973
x6: 0.622825
x7: 0.109589", "Arm 22_0
Cosine8: 0.680646 (SEM: 0)
x0: 0.136359
x1: 0.125367
x2: 0.380447
x3: 0.200992
x4: 0.280603
x5: 0.342308
x6: 0.438594
x7: 0.300775", "Arm 23_0
Cosine8: 0.638959 (SEM: 0)
x0: 0.210881
x1: 0.0876797
x2: 0.363985
x3: 0.418151
x4: 0.347458
x5: 0.453787
x6: 0.314838
x7: 0.164643", "Arm 24_0
Cosine8: 0.72553 (SEM: 0)
x0: 0.294862
x1: 0.116673
x2: 0.45409
x3: 0.255882
x4: 0.255628
x5: 0.349329
x6: 0.428688
x7: 0.120474", "Arm 25_0
Cosine8: 0.616898 (SEM: 0)
x0: 0.14875
x1: 0.0898633
x2: 0.372534
x3: 0.341945
x4: 0.213358
x5: 0.341398
x6: 0.280605
x7: 0.173454", "Arm 26_0
Cosine8: 0.534364 (SEM: 0)
x0: 0.234117
x1: 0
x2: 0.378182
x3: 0.408558
x4: 0.240633
x5: 0.312047
x6: 0.347695
x7: 0.28208", "Arm 27_0
Cosine8: 0.739533 (SEM: 0)
x0: 0.105869
x1: 0.192853
x2: 0.381824
x3: 0.25979
x4: 0.221564
x5: 0.432054
x6: 0.260462
x7: 0.115622", "Arm 28_0
Cosine8: 0.546236 (SEM: 0)
x0: 0.189096
x1: 0
x2: 0.42542
x3: 0.371988
x4: 0.223776
x5: 0.39798
x6: 0.26833
x7: 0.345456", "Arm 29_0
Cosine8: 0.584769 (SEM: 0)
x0: 0.300955
x1: 0
x2: 0.37096
x3: 0.276385
x4: 0.319334
x5: 0.299329
x6: 0.219885
x7: 0.256414", "Arm 30_0
Cosine8: 0.70467 (SEM: 0)
x0: 0.201777
x1: 0.0972709
x2: 0.37342
x3: 0.474207
x4: 0.1615
x5: 0.361537
x6: 0.415868
x7: 0.297394", "Arm 31_0
Cosine8: 0.524665 (SEM: 0)
x0: 0.188097
x1: 0
x2: 0.407942
x3: 0.378773
x4: 0.310579
x5: 0.333612
x6: 0.262373
x7: 0.279832", "Arm 32_0
Cosine8: 0.517835 (SEM: 0)
x0: 0.275639
x1: 0
x2: 0.3863
x3: 0.319236
x4: 0.208845
x5: 0.369403
x6: 0.278004
x7: 0.311315", "Arm 33_0
Cosine8: 0.368656 (SEM: 0)
x0: 0.107178
x1: 0
x2: 0.33194
x3: 0.411469
x4: 0.3295
x5: 0.364965
x6: 0.206395
x7: 0.398683", "Arm 34_0
Cosine8: 0.535707 (SEM: 0)
x0: 0.0936805
x1: 0
x2: 0.282175
x3: 0.399857
x4: 0.289683
x5: 0.412899
x6: 0.11204
x7: 0.506123", "Arm 35_0
Cosine8: 0.744385 (SEM: 0)
x0: 0.050318
x1: 0
x2: 0.311658
x3: 0.372888
x4: 0.306479
x5: 0.268325
x6: 0.209267
x7: 0.584753", "Arm 36_0
Cosine8: 0.408555 (SEM: 0)
x0: 0
x1: 0
x2: 0.27913
x3: 0.511197
x4: 0.413518
x5: 0.416395
x6: 0.106676
x7: 0.366513", "Arm 37_0
Cosine8: 0.381706 (SEM: 0)
x0: 0.0766253
x1: 0
x2: 0.310443
x3: 0.43755
x4: 0.347706
x5: 0.417806
x6: 0.189007
x7: 0.33826", "Arm 38_0
Cosine8: 0.568802 (SEM: 0)
x0: 0.153131
x1: 0
x2: 0.314139
x3: 0.52536
x4: 0.35685
x5: 0.378142
x6: 0.111731
x7: 0.352788", "Arm 39_0
Cosine8: 0.304048 (SEM: 0)
x0: 0
x1: 0
x2: 0.319993
x3: 0.359135
x4: 0.41306
x5: 0.454227
x6: 0.171869
x7: 0.353263", "Arm 40_0
Cosine8: 0.380455 (SEM: 0)
x0: 0
x1: 0
x2: 0.292117
x3: 0.358679
x4: 0.464159
x5: 0.408847
x6: 0.220183
x7: 0.400122", "Arm 41_0
Cosine8: 0.195725 (SEM: 0)
x0: 0
x1: 0
x2: 0.309303
x3: 0.301079
x4: 0.369141
x5: 0.377485
x6: 0.14187
x7: 0.372453", "Arm 42_0
Cosine8: 0.60346 (SEM: 0)
x0: 0
x1: 0
x2: 0.323319
x3: 0.435813
x4: 0.473867
x5: 0.480565
x6: 0.237445
x7: 0.435197", "Arm 43_0
Cosine8: 0.148542 (SEM: 0)
x0: 0
x1: 0
x2: 0.273911
x3: 0.227638
x4: 0.365752
x5: 0.389768
x6: 0.0529059
x7: 0.343924", "Arm 44_0
Cosine8: 0.0699716 (SEM: 0)
x0: 0
x1: 0
x2: 0.33154
x3: 0.246365
x4: 0.405587
x5: 0.350949
x6: 0.0242938
x7: 0.374675", "Arm 45_0
Cosine8: 0.230278 (SEM: 0)
x0: 0
x1: 0
x2: 0.213226
x3: 0.15518
x4: 0.376887
x5: 0.45608
x6: 0
x7: 0.296167", "Arm 46_0
Cosine8: 0.179671 (SEM: 0)
x0: 0
x1: 0
x2: 0.339669
x3: 0.150711
x4: 0.489752
x5: 0.351613
x6: 0
x7: 0.346253", "Arm 47_0
Cosine8: 0.325582 (SEM: 0)
x0: 0
x1: 0
x2: 0.312308
x3: 0.239919
x4: 0.500743
x5: 0.301756
x6: 0
x7: 0.323574", "Arm 48_0
Cosine8: 0.227798 (SEM: 0)
x0: 0
x1: 0.104906
x2: 0.336899
x3: 0.191664
x4: 0.44251
x5: 0.365989
x6: 0
x7: 0.380049", "Arm 49_0
Cosine8: 4.686 (SEM: 0)
x0: 0.974955
x1: 0.824828
x2: 0.920563
x3: 0.104269
x4: 0.877246
x5: 0.601677
x6: 0.931125
x7: 0.37301", "Arm 50_0
Cosine8: 0.0424308 (SEM: 0)
x0: 0
x1: 0
x2: 0.360489
x3: 0.187973
x4: 0.372531
x5: 0.383866
x6: 0
x7: 0.402151", "Arm 51_0
Cosine8: -0.0414377 (SEM: 0)
x0: 0
x1: 0
x2: 0.392742
x3: 0.094288
x4: 0.311307
x5: 0.346317
x6: 0
x7: 0.411591", "Arm 52_0
Cosine8: 0.0306408 (SEM: 0)
x0: 0
x1: 0
x2: 0.398036
x3: 0.0788769
x4: 0.277622
x5: 0.27294
x6: 0
x7: 0.411784", "Arm 53_0
Cosine8: 0.22651 (SEM: 0)
x0: 0
x1: 0
x2: 0.509907
x3: 0
x4: 0.22584
x5: 0.229883
x6: 0
x7: 0.406843", "Arm 54_0
Cosine8: -0.048084 (SEM: 0)
x0: 0
x1: 0
x2: 0.339101
x3: 0
x4: 0.290497
x5: 0.295081
x6: 0
x7: 0.432927", "Arm 55_0
Cosine8: -0.14128 (SEM: 0)
x0: 0
x1: 0
x2: 0.368537
x3: 0
x4: 0.329292
x5: 0.330591
x6: 0
x7: 0.421887", "Arm 56_0
Cosine8: 0.766159 (SEM: 0)
x0: 0
x1: 0.241043
x2: 0.902333
x3: 0
x4: 0.325753
x5: 0.219982
x6: 0
x7: 0", "Arm 57_0
Cosine8: 0.00485273 (SEM: 0)
x0: 0.0952964
x1: 0
x2: 0.368854
x3: 0
x4: 0.314371
x5: 0.329262
x6: 0
x7: 0.441196", "Arm 58_0
Cosine8: -0.263853 (SEM: 0)
x0: 0
x1: 0.394737
x2: 0.445721
x3: 0
x4: 0.348303
x5: 0.0175992
x6: 0
x7: 0", "Arm 59_0
Cosine8: -0.161605 (SEM: 0)
x0: 0
x1: 0
x2: 0.402066
x3: 0
x4: 0.364819
x5: 0.312256
x6: 0
x7: 0.383291", "Arm 60_0
Cosine8: 1.82609 (SEM: 0)
x0: 0.0954292
x1: 0.221449
x2: 0.630801
x3: 0.609869
x4: 0.541028
x5: 0.335491
x6: 0.29291
x7: 0.485936", "Arm 61_0
Cosine8: 0.137442 (SEM: 0)
x0: 0
x1: 0.497645
x2: 0.537135
x3: 0
x4: 0.382008
x5: 0
x6: 0
x7: 0", "Arm 62_0
Cosine8: -0.0872329 (SEM: 0)
x0: 0
x1: 0.27464
x2: 0.487806
x3: 0
x4: 0.310888
x5: 0
x6: 0
x7: 0", "Arm 63_0
Cosine8: -0.135471 (SEM: 0)
x0: 0
x1: 0.426872
x2: 0.416219
x3: 0
x4: 0.359853
x5: 0.121755
x6: 0
x7: 0", "Arm 64_0
Cosine8: -0.310233 (SEM: 0)
x0: 0
x1: 0.375883
x2: 0.30784
x3: 0
x4: 0.346476
x5: 0
x6: 0
x7: 0.020485", "Arm 65_0
Cosine8: -0.2418 (SEM: 0)
x0: 0
x1: 0.408865
x2: 0.346205
x3: 0
x4: 0.244196
x5: 0.00258987
x6: 0
x7: 0", "Arm 66_0
Cosine8: -0.300547 (SEM: 0)
x0: 0
x1: 0.345991
x2: 0.37063
x3: 0
x4: 0.42818
x5: 0.0195615
x6: 0
x7: 0", "Arm 67_0
Cosine8: -0.139901 (SEM: 0)
x0: 0
x1: 0.376975
x2: 0.349574
x3: 0.162435
x4: 0.358708
x5: 0.00908394
x6: 0
x7: 0", "Arm 68_0
Cosine8: -0.201253 (SEM: 0)
x0: 0
x1: 0.371799
x2: 0.351299
x3: 0
x4: 0.357325
x5: 0.00996153
x6: 0.12211
x7: 0", "Arm 69_0
Cosine8: -0.153023 (SEM: 0)
x0: 0.152296
x1: 0.376965
x2: 0.352384
x3: 0
x4: 0.353633
x5: 0.00723373
x6: 0
x7: 0", "Arm 70_0
Cosine8: 4.07679 (SEM: 0)
x0: 0.72592
x1: 0.0991515
x2: 0.740703
x3: 0.734465
x4: 0.916549
x5: 0.89508
x6: 0.196412
x7: 0.898938", "Arm 71_0
Cosine8: 3.49094 (SEM: 0)
x0: 0.367321
x1: 0.909066
x2: 0.750022
x3: 0.964897
x4: 0.33628
x5: 0.0997668
x6: 0.230546
x7: 0.921997", "Arm 72_0
Cosine8: -0.258927 (SEM: 0)
x0: 0
x1: 0.359054
x2: 0.372716
x3: 0
x4: 0.361554
x5: 0.0252703
x6: 0
x7: 0.0870572", "Arm 73_0
Cosine8: -0.351764 (SEM: 0)
x0: 0
x1: 0.36911
x2: 0.356803
x3: 0
x4: 0.358121
x5: 0.011867
x6: 0
x7: 0", "Arm 74_0
Cosine8: 0.350268 (SEM: 0)
x0: 0.217326
x1: 0.352107
x2: 0.14008
x3: 0.0303991
x4: 0.407123
x5: 0.101406
x6: 0.00930176
x7: 0.474065", "Arm 75_0
Cosine8: 1.79058 (SEM: 0)
x0: 0.352654
x1: 0.348552
x2: 0.565032
x3: 0.759351
x4: 0.608092
x5: 0.246278
x6: 0.00824234
x7: 0.512158", "Arm 76_0
Cosine8: -0.299303 (SEM: 0)
x0: 0
x1: 0.336175
x2: 0.341488
x3: 0
x4: 0.345341
x5: 0.0498663
x6: 0
x7: 0", "Arm 77_0
Cosine8: -0.336507 (SEM: 0)
x0: 0
x1: 0.405096
x2: 0.351593
x3: 0
x4: 0.372123
x5: 0
x6: 0
x7: 0", "Arm 78_0
Cosine8: -0.148742 (SEM: 0)
x0: 0
x1: 0.293938
x2: 0.287431
x3: 0
x4: 0.339063
x5: 0.0918883
x6: 0
x7: 0", "Arm 79_0
Cosine8: 1.52293 (SEM: 0)
x0: 0.482972
x1: 0.174893
x2: 0.313158
x3: 0.0504968
x4: 0.22367
x5: 0.333052
x6: 0.789629
x7: 0.595144", "Arm 80_0
Cosine8: 0.120612 (SEM: 0)
x0: 0
x1: 0.636831
x2: 0
x3: 0
x4: 0.130961
x5: 0
x6: 0
x7: 0.324894", "Arm 81_0
Cosine8: 0.494165 (SEM: 0)
x0: 0
x1: 0.547248
x2: 0
x3: 0
x4: 0.668689
x5: 0
x6: 0
x7: 0.250784", "Arm 82_0
Cosine8: 0.420994 (SEM: 0)
x0: 0.277519
x1: 0.700131
x2: 0
x3: 0
x4: 0.310865
x5: 0
x6: 0
x7: 0.199416", "Arm 83_0
Cosine8: 0.0338364 (SEM: 0)
x0: 0
x1: 0.67483
x2: 0
x3: 0
x4: 0.236541
x5: 0
x6: 0
x7: 0", "Arm 84_0
Cosine8: -0.355444 (SEM: 0)
x0: 0
x1: 0.365571
x2: 0.366442
x3: 0
x4: 0.359566
x5: 0
x6: 0
x7: 0", "Arm 85_0
Cosine8: -0.498018 (SEM: 0)
x0: 0
x1: 0.48101
x2: 0
x3: 0
x4: 0
x5: 0
x6: 0
x7: 0", "Arm 86_0
Cosine8: 1.63721 (SEM: 0)
x0: 0.224273
x1: 0.447418
x2: 0.52455
x3: 0.240975
x4: 0.171978
x5: 0.40855
x6: 0.494546
x7: 0.684022", "Arm 87_0
Cosine8: -0.006336 (SEM: 0)
x0: 0
x1: 0.712033
x2: 0.159169
x3: 0
x4: 0
x5: 0
x6: 0
x7: 0", "Arm 88_0
Cosine8: -0.652064 (SEM: 0)
x0: 0
x1: 0.372429
x2: 0
x3: 0
x4: 0
x5: 0
x6: 0
x7: 0", "Arm 89_0
Cosine8: 0.679176 (SEM: 0)
x0: 0.49218
x1: 0.258841
x2: 0.128827
x3: 0.53885
x4: 0.033527
x5: 0.0892902
x6: 0.063383
x7: 0.337397", "Arm 90_0
Cosine8: -0.199674 (SEM: 0)
x0: 0
x1: 0.502783
x2: 0
x3: 0.223921
x4: 0
x5: 0
x6: 0
x7: 0", "Arm 91_0
Cosine8: -0.567678 (SEM: 0)
x0: 0
x1: 0.25143
x2: 0
x3: 0
x4: 0
x5: 0
x6: 0
x7: 0", "Arm 92_0
Cosine8: 0.25684 (SEM: 0)
x0: 0.195283
x1: 0.0485388
x2: 0.0842794
x3: 0.383121
x4: 0.149564
x5: 0.16034
x6: 0.394119
x7: 0.00739743", "Arm 93_0
Cosine8: 0.501985 (SEM: 0)
x0: 0.084421
x1: 0.0317482
x2: 0.157583
x3: 0.258818
x4: 0.487312
x5: 0.0528474
x6: 0.141152
x7: 0.229801", "Arm 94_0
Cosine8: 3.64055 (SEM: 0)
x0: 0.948591
x1: 0.167537
x2: 0.857787
x3: 0.631586
x4: 0.156308
x5: 0.64962
x6: 0.755694
x7: 0.521819", "Arm 95_0
Cosine8: 3.15796 (SEM: 0)
x0: 0.42817
x1: 0.875173
x2: 0.94811
x3: 0.439605
x4: 0.663419
x5: 0.438504
x6: 0.603967
x7: 0.475487", "Arm 96_0
Cosine8: 1.80321 (SEM: 0)
x0: 0.516141
x1: 0.635045
x2: 0.359797
x3: 0.222931
x4: 0.58798
x5: 0.171713
x6: 0.47117
x7: 0.42568", "Arm 97_0
Cosine8: 2.42679 (SEM: 0)
x0: 0.3857
x1: 0.414825
x2: 0.168669
x3: 0.768933
x4: 0.446303
x5: 0.664891
x6: 0.797453
x7: 0.790683", "Arm 98_0
Cosine8: 3.77082 (SEM: 0)
x0: 0.56866
x1: 0.763975
x2: 0.816566
x3: 0.93206
x4: 0.571092
x5: 0.517328
x6: 0.833606
x7: 0.391031", "Arm 99_0
Cosine8: 3.34145 (SEM: 0)
x0: 0.779255
x1: 0.245177
x2: 0.97558
x3: 0.867021
x4: 0.315499
x5: 0.468669
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x5: 0.453787
x6: 0.314838
x7: 0.164643", "Arm 24_0
Cosine8: 0.72553 (SEM: 0)
x0: 0.294862
x1: 0.116673
x2: 0.45409
x3: 0.255882
x4: 0.255628
x5: 0.349329
x6: 0.428688
x7: 0.120474", "Arm 25_0
Cosine8: 0.616898 (SEM: 0)
x0: 0.14875
x1: 0.0898633
x2: 0.372534
x3: 0.341945
x4: 0.213358
x5: 0.341398
x6: 0.280605
x7: 0.173454", "Arm 26_0
Cosine8: 0.534364 (SEM: 0)
x0: 0.234117
x1: 0
x2: 0.378182
x3: 0.408558
x4: 0.240633
x5: 0.312047
x6: 0.347695
x7: 0.28208", "Arm 27_0
Cosine8: 0.739533 (SEM: 0)
x0: 0.105869
x1: 0.192853
x2: 0.381824
x3: 0.25979
x4: 0.221564
x5: 0.432054
x6: 0.260462
x7: 0.115622", "Arm 28_0
Cosine8: 0.546236 (SEM: 0)
x0: 0.189096
x1: 0
x2: 0.42542
x3: 0.371988
x4: 0.223776
x5: 0.39798
x6: 0.26833
x7: 0.345456", "Arm 29_0
Cosine8: 0.584769 (SEM: 0)
x0: 0.300955
x1: 0
x2: 0.37096
x3: 0.276385
x4: 0.319334
x5: 0.299329
x6: 0.219885
x7: 0.256414", "Arm 30_0
Cosine8: 0.70467 (SEM: 0)
x0: 0.201777
x1: 0.0972709
x2: 0.37342
x3: 0.474207
x4: 0.1615
x5: 0.361537
x6: 0.415868
x7: 0.297394", "Arm 31_0
Cosine8: 0.524665 (SEM: 0)
x0: 0.188097
x1: 0
x2: 0.407942
x3: 0.378773
x4: 0.310579
x5: 0.333612
x6: 0.262373
x7: 0.279832", "Arm 32_0
Cosine8: 0.517835 (SEM: 0)
x0: 0.275639
x1: 0
x2: 0.3863
x3: 0.319236
x4: 0.208845
x5: 0.369403
x6: 0.278004
x7: 0.311315", "Arm 33_0
Cosine8: 0.368656 (SEM: 0)
x0: 0.107178
x1: 0
x2: 0.33194
x3: 0.411469
x4: 0.3295
x5: 0.364965
x6: 0.206395
x7: 0.398683", "Arm 34_0
Cosine8: 0.535707 (SEM: 0)
x0: 0.0936805
x1: 0
x2: 0.282175
x3: 0.399857
x4: 0.289683
x5: 0.412899
x6: 0.11204
x7: 0.506123", "Arm 35_0
Cosine8: 0.744385 (SEM: 0)
x0: 0.050318
x1: 0
x2: 0.311658
x3: 0.372888
x4: 0.306479
x5: 0.268325
x6: 0.209267
x7: 0.584753", "Arm 36_0
Cosine8: 0.408555 (SEM: 0)
x0: 0
x1: 0
x2: 0.27913
x3: 0.511197
x4: 0.413518
x5: 0.416395
x6: 0.106676
x7: 0.366513", "Arm 37_0
Cosine8: 0.381706 (SEM: 0)
x0: 0.0766253
x1: 0
x2: 0.310443
x3: 0.43755
x4: 0.347706
x5: 0.417806
x6: 0.189007
x7: 0.33826", "Arm 38_0
Cosine8: 0.568802 (SEM: 0)
x0: 0.153131
x1: 0
x2: 0.314139
x3: 0.52536
x4: 0.35685
x5: 0.378142
x6: 0.111731
x7: 0.352788", "Arm 39_0
Cosine8: 0.304048 (SEM: 0)
x0: 0
x1: 0
x2: 0.319993
x3: 0.359135
x4: 0.41306
x5: 0.454227
x6: 0.171869
x7: 0.353263", "Arm 40_0
Cosine8: 0.380455 (SEM: 0)
x0: 0
x1: 0
x2: 0.292117
x3: 0.358679
x4: 0.464159
x5: 0.408847
x6: 0.220183
x7: 0.400122", "Arm 41_0
Cosine8: 0.195725 (SEM: 0)
x0: 0
x1: 0
x2: 0.309303
x3: 0.301079
x4: 0.369141
x5: 0.377485
x6: 0.14187
x7: 0.372453", "Arm 42_0
Cosine8: 0.60346 (SEM: 0)
x0: 0
x1: 0
x2: 0.323319
x3: 0.435813
x4: 0.473867
x5: 0.480565
x6: 0.237445
x7: 0.435197", "Arm 43_0
Cosine8: 0.148542 (SEM: 0)
x0: 0
x1: 0
x2: 0.273911
x3: 0.227638
x4: 0.365752
x5: 0.389768
x6: 0.0529059
x7: 0.343924", "Arm 44_0
Cosine8: 0.0699716 (SEM: 0)
x0: 0
x1: 0
x2: 0.33154
x3: 0.246365
x4: 0.405587
x5: 0.350949
x6: 0.0242938
x7: 0.374675", "Arm 45_0
Cosine8: 0.230278 (SEM: 0)
x0: 0
x1: 0
x2: 0.213226
x3: 0.15518
x4: 0.376887
x5: 0.45608
x6: 0
x7: 0.296167", "Arm 46_0
Cosine8: 0.179671 (SEM: 0)
x0: 0
x1: 0
x2: 0.339669
x3: 0.150711
x4: 0.489752
x5: 0.351613
x6: 0
x7: 0.346253", "Arm 47_0
Cosine8: 0.325582 (SEM: 0)
x0: 0
x1: 0
x2: 0.312308
x3: 0.239919
x4: 0.500743
x5: 0.301756
x6: 0
x7: 0.323574", "Arm 48_0
Cosine8: 0.227798 (SEM: 0)
x0: 0
x1: 0.104906
x2: 0.336899
x3: 0.191664
x4: 0.44251
x5: 0.365989
x6: 0
x7: 0.380049", "Arm 49_0
Cosine8: 4.686 (SEM: 0)
x0: 0.974955
x1: 0.824828
x2: 0.920563
x3: 0.104269
x4: 0.877246
x5: 0.601677
x6: 0.931125
x7: 0.37301", "Arm 50_0
Cosine8: 0.0424308 (SEM: 0)
x0: 0
x1: 0
x2: 0.360489
x3: 0.187973
x4: 0.372531
x5: 0.383866
x6: 0
x7: 0.402151", "Arm 51_0
Cosine8: -0.0414377 (SEM: 0)
x0: 0
x1: 0
x2: 0.392742
x3: 0.094288
x4: 0.311307
x5: 0.346317
x6: 0
x7: 0.411591", "Arm 52_0
Cosine8: 0.0306408 (SEM: 0)
x0: 0
x1: 0
x2: 0.398036
x3: 0.0788769
x4: 0.277622
x5: 0.27294
x6: 0
x7: 0.411784", "Arm 53_0
Cosine8: 0.22651 (SEM: 0)
x0: 0
x1: 0
x2: 0.509907
x3: 0
x4: 0.22584
x5: 0.229883
x6: 0
x7: 0.406843", "Arm 54_0
Cosine8: -0.048084 (SEM: 0)
x0: 0
x1: 0
x2: 0.339101
x3: 0
x4: 0.290497
x5: 0.295081
x6: 0
x7: 0.432927", "Arm 55_0
Cosine8: -0.14128 (SEM: 0)
x0: 0
x1: 0
x2: 0.368537
x3: 0
x4: 0.329292
x5: 0.330591
x6: 0
x7: 0.421887", "Arm 56_0
Cosine8: 0.766159 (SEM: 0)
x0: 0
x1: 0.241043
x2: 0.902333
x3: 0
x4: 0.325753
x5: 0.219982
x6: 0
x7: 0", "Arm 57_0
Cosine8: 0.00485273 (SEM: 0)
x0: 0.0952964
x1: 0
x2: 0.368854
x3: 0
x4: 0.314371
x5: 0.329262
x6: 0
x7: 0.441196", "Arm 58_0
Cosine8: -0.263853 (SEM: 0)
x0: 0
x1: 0.394737
x2: 0.445721
x3: 0
x4: 0.348303
x5: 0.0175992
x6: 0
x7: 0", "Arm 59_0
Cosine8: -0.161605 (SEM: 0)
x0: 0
x1: 0
x2: 0.402066
x3: 0
x4: 0.364819
x5: 0.312256
x6: 0
x7: 0.383291", "Arm 60_0
Cosine8: 1.82609 (SEM: 0)
x0: 0.0954292
x1: 0.221449
x2: 0.630801
x3: 0.609869
x4: 0.541028
x5: 0.335491
x6: 0.29291
x7: 0.485936", "Arm 61_0
Cosine8: 0.137442 (SEM: 0)
x0: 0
x1: 0.497645
x2: 0.537135
x3: 0
x4: 0.382008
x5: 0
x6: 0
x7: 0", "Arm 62_0
Cosine8: -0.0872329 (SEM: 0)
x0: 0
x1: 0.27464
x2: 0.487806
x3: 0
x4: 0.310888
x5: 0
x6: 0
x7: 0", "Arm 63_0
Cosine8: -0.135471 (SEM: 0)
x0: 0
x1: 0.426872
x2: 0.416219
x3: 0
x4: 0.359853
x5: 0.121755
x6: 0
x7: 0", "Arm 64_0
Cosine8: -0.310233 (SEM: 0)
x0: 0
x1: 0.375883
x2: 0.30784
x3: 0
x4: 0.346476
x5: 0
x6: 0
x7: 0.020485", "Arm 65_0
Cosine8: -0.2418 (SEM: 0)
x0: 0
x1: 0.408865
x2: 0.346205
x3: 0
x4: 0.244196
x5: 0.00258987
x6: 0
x7: 0", "Arm 66_0
Cosine8: -0.300547 (SEM: 0)
x0: 0
x1: 0.345991
x2: 0.37063
x3: 0
x4: 0.42818
x5: 0.0195615
x6: 0
x7: 0", "Arm 67_0
Cosine8: -0.139901 (SEM: 0)
x0: 0
x1: 0.376975
x2: 0.349574
x3: 0.162435
x4: 0.358708
x5: 0.00908394
x6: 0
x7: 0", "Arm 68_0
Cosine8: -0.201253 (SEM: 0)
x0: 0
x1: 0.371799
x2: 0.351299
x3: 0
x4: 0.357325
x5: 0.00996153
x6: 0.12211
x7: 0", "Arm 69_0
Cosine8: -0.153023 (SEM: 0)
x0: 0.152296
x1: 0.376965
x2: 0.352384
x3: 0
x4: 0.353633
x5: 0.00723373
x6: 0
x7: 0", "Arm 70_0
Cosine8: 4.07679 (SEM: 0)
x0: 0.72592
x1: 0.0991515
x2: 0.740703
x3: 0.734465
x4: 0.916549
x5: 0.89508
x6: 0.196412
x7: 0.898938", "Arm 71_0
Cosine8: 3.49094 (SEM: 0)
x0: 0.367321
x1: 0.909066
x2: 0.750022
x3: 0.964897
x4: 0.33628
x5: 0.0997668
x6: 0.230546
x7: 0.921997", "Arm 72_0
Cosine8: -0.258927 (SEM: 0)
x0: 0
x1: 0.359054
x2: 0.372716
x3: 0
x4: 0.361554
x5: 0.0252703
x6: 0
x7: 0.0870572", "Arm 73_0
Cosine8: -0.351764 (SEM: 0)
x0: 0
x1: 0.36911
x2: 0.356803
x3: 0
x4: 0.358121
x5: 0.011867
x6: 0
x7: 0", "Arm 74_0
Cosine8: 0.350268 (SEM: 0)
x0: 0.217326
x1: 0.352107
x2: 0.14008
x3: 0.0303991
x4: 0.407123
x5: 0.101406
x6: 0.00930176
x7: 0.474065", "Arm 75_0
Cosine8: 1.79058 (SEM: 0)
x0: 0.352654
x1: 0.348552
x2: 0.565032
x3: 0.759351
x4: 0.608092
x5: 0.246278
x6: 0.00824234
x7: 0.512158", "Arm 76_0
Cosine8: -0.299303 (SEM: 0)
x0: 0
x1: 0.336175
x2: 0.341488
x3: 0
x4: 0.345341
x5: 0.0498663
x6: 0
x7: 0", "Arm 77_0
Cosine8: -0.336507 (SEM: 0)
x0: 0
x1: 0.405096
x2: 0.351593
x3: 0
x4: 0.372123
x5: 0
x6: 0
x7: 0", "Arm 78_0
Cosine8: -0.148742 (SEM: 0)
x0: 0
x1: 0.293938
x2: 0.287431
x3: 0
x4: 0.339063
x5: 0.0918883
x6: 0
x7: 0", "Arm 79_0
Cosine8: 1.52293 (SEM: 0)
x0: 0.482972
x1: 0.174893
x2: 0.313158
x3: 0.0504968
x4: 0.22367
x5: 0.333052
x6: 0.789629
x7: 0.595144", "Arm 80_0
Cosine8: 0.120612 (SEM: 0)
x0: 0
x1: 0.636831
x2: 0
x3: 0
x4: 0.130961
x5: 0
x6: 0
x7: 0.324894", "Arm 81_0
Cosine8: 0.494165 (SEM: 0)
x0: 0
x1: 0.547248
x2: 0
x3: 0
x4: 0.668689
x5: 0
x6: 0
x7: 0.250784", "Arm 82_0
Cosine8: 0.420994 (SEM: 0)
x0: 0.277519
x1: 0.700131
x2: 0
x3: 0
x4: 0.310865
x5: 0
x6: 0
x7: 0.199416", "Arm 83_0
Cosine8: 0.0338364 (SEM: 0)
x0: 0
x1: 0.67483
x2: 0
x3: 0
x4: 0.236541
x5: 0
x6: 0
x7: 0", "Arm 84_0
Cosine8: -0.355444 (SEM: 0)
x0: 0
x1: 0.365571
x2: 0.366442
x3: 0
x4: 0.359566
x5: 0
x6: 0
x7: 0", "Arm 85_0
Cosine8: -0.498018 (SEM: 0)
x0: 0
x1: 0.48101
x2: 0
x3: 0
x4: 0
x5: 0
x6: 0
x7: 0", "Arm 86_0
Cosine8: 1.63721 (SEM: 0)
x0: 0.224273
x1: 0.447418
x2: 0.52455
x3: 0.240975
x4: 0.171978
x5: 0.40855
x6: 0.494546
x7: 0.684022", "Arm 87_0
Cosine8: -0.006336 (SEM: 0)
x0: 0
x1: 0.712033
x2: 0.159169
x3: 0
x4: 0
x5: 0
x6: 0
x7: 0", "Arm 88_0
Cosine8: -0.652064 (SEM: 0)
x0: 0
x1: 0.372429
x2: 0
x3: 0
x4: 0
x5: 0
x6: 0
x7: 0", "Arm 89_0
Cosine8: 0.679176 (SEM: 0)
x0: 0.49218
x1: 0.258841
x2: 0.128827
x3: 0.53885
x4: 0.033527
x5: 0.0892902
x6: 0.063383
x7: 0.337397", "Arm 90_0
Cosine8: -0.199674 (SEM: 0)
x0: 0
x1: 0.502783
x2: 0
x3: 0.223921
x4: 0
x5: 0
x6: 0
x7: 0", "Arm 91_0
Cosine8: -0.567678 (SEM: 0)
x0: 0
x1: 0.25143
x2: 0
x3: 0
x4: 0
x5: 0
x6: 0
x7: 0", "Arm 92_0
Cosine8: 0.25684 (SEM: 0)
x0: 0.195283
x1: 0.0485388
x2: 0.0842794
x3: 0.383121
x4: 0.149564
x5: 0.16034
x6: 0.394119
x7: 0.00739743", "Arm 93_0
Cosine8: 0.501985 (SEM: 0)
x0: 0.084421
x1: 0.0317482
x2: 0.157583
x3: 0.258818
x4: 0.487312
x5: 0.0528474
x6: 0.141152
x7: 0.229801", "Arm 94_0
Cosine8: 3.64055 (SEM: 0)
x0: 0.948591
x1: 0.167537
x2: 0.857787
x3: 0.631586
x4: 0.156308
x5: 0.64962
x6: 0.755694
x7: 0.521819", "Arm 95_0
Cosine8: 3.15796 (SEM: 0)
x0: 0.42817
x1: 0.875173
x2: 0.94811
x3: 0.439605
x4: 0.663419
x5: 0.438504
x6: 0.603967
x7: 0.475487", "Arm 96_0
Cosine8: 1.80321 (SEM: 0)
x0: 0.516141
x1: 0.635045
x2: 0.359797
x3: 0.222931
x4: 0.58798
x5: 0.171713
x6: 0.47117
x7: 0.42568", "Arm 97_0
Cosine8: 2.42679 (SEM: 0)
x0: 0.3857
x1: 0.414825
x2: 0.168669
x3: 0.768933
x4: 0.446303
x5: 0.664891
x6: 0.797453
x7: 0.790683", "Arm 98_0
Cosine8: 3.77082 (SEM: 0)
x0: 0.56866
x1: 0.763975
x2: 0.816566
x3: 0.93206
x4: 0.571092
x5: 0.517328
x6: 0.833606
x7: 0.391031", "Arm 99_0
Cosine8: 3.34145 (SEM: 0)
x0: 0.779255
x1: 0.245177
x2: 0.97558
x3: 0.867021
x4: 0.315499
x5: 0.468669
x6: 0.496713
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Actual Outcome: 2.167 [2.167, 2.167]
Predicted Outcome: 2.515 [1.390, 3.641]

Parameterization:
x0: 0.7745437622070312
x1: 0.46880480647087097
x2: 0.0680626928806305
x3: 0.36231622099876404
x4: 0.8795790672302246
x5: 0.2736475467681885
x6: 0.8329606652259827
x7: 0.10428925603628159", "Arm 1_0

Actual Outcome: 1.333 [1.333, 1.333]
Predicted Outcome: 1.368 [1.202, 1.534]

Parameterization:
x0: 0.49098045472055674
x1: 0.12253441754728556
x2: 0.2860718509182334
x3: 0.13553291745483875
x4: 0.4072115793824196
x5: 0.5164105165749788
x6: 0.5529749179258943
x7: 0.20988670084625483", "Arm 2_0

Actual Outcome: 2.24 [2.240, 2.240]
Predicted Outcome: 2.361 [1.800, 2.922]

Parameterization:
x0: 0.3705153949558735
x1: 0.4378680856898427
x2: 0.6132047446444631
x3: 0.6304943263530731
x4: 0.13518255576491356
x5: 0.47235067933797836
x6: 0.5525777619332075
x7: 0.6869803676381707", "Arm 3_0

Actual Outcome: 3.417 [3.417, 3.417]
Predicted Outcome: 2.943 [1.562, 4.324]

Parameterization:
x0: 0.13683563843369484
x1: 0.6952777029946446
x2: 0.9362320741638541
x3: 0.8445619195699692
x4: 0.09913669154047966
x5: 0.971449377015233
x6: 0.46795671340078115
x7: 0.41303478088229895", "Arm 4_0

Actual Outcome: 4.01 [4.010, 4.010]
Predicted Outcome: 3.462 [2.551, 4.374]

Parameterization:
x0: 0.7470551254227757
x1: 0.20323566533625126
x2: 0.9846399994567037
x3: 0.25789284985512495
x4: 0.5422773733735085
x5: 0.7426399206742644
x6: 0.6820412138476968
x7: 0.9104134235531092", "Arm 5_0

Actual Outcome: 2.52 [2.520, 2.520]
Predicted Outcome: 2.43 [1.378, 3.483]

Parameterization:
x0: 0.45307548344135284
x1: 0.009674420580267906
x2: 0.6503415973857045
x3: 0.878778625279665
x4: 0.6886542569845915
x5: 0.15975813381373882
x6: 0.463962116278708
x7: 0.7149713663384318", "Arm 6_0

Actual Outcome: 2.122 [2.122, 2.122]
Predicted Outcome: 2.201 [1.227, 3.174]

Parameterization:
x0: 0.3603932149708271
x1: 0.888284070417285
x2: 0.8054036730900407
x3: 0.16662546060979366
x4: 0.7271061660721898
x5: 0.2700495133176446
x6: 0.3203950608149171
x7: 0.07220091205090284", "Arm 7_0

Actual Outcome: 2.877 [2.877, 2.877]
Predicted Outcome: 2.587 [1.305, 3.869]

Parameterization:
x0: 0.016256236471235752
x1: 0.2884320681914687
x2: 0.9250287506729364
x3: 0.2070832159370184
x4: 0.8076495137065649
x5: 0.3109305975958705
x6: 0.9888252876698971
x7: 0.2590937605127692", "Arm 8_0

Actual Outcome: 2.959 [2.959, 2.959]
Predicted Outcome: 2.809 [1.405, 4.214]

Parameterization:
x0: 0.8268068889155984
x1: 0.8953553698956966
x2: 0.31687828805297613
x3: 0.11124850250780582
x4: 0.41590953152626753
x5: 0.9602786172181368
x6: 0.013057684525847435
x7: 0.6300627971068025", "Arm 9_0

Actual Outcome: 3.293 [3.293, 3.293]
Predicted Outcome: 2.944 [1.829, 4.060]

Parameterization:
x0: 0.680958766490221
x1: 0.9623062452301383
x2: 0.6081817746162415
x3: 0.7507748855277896
x4: 0.19732880592346191
x5: 0.4640830382704735
x6: 0.6065231533721089
x7: 0.33325013145804405", "Arm 10_0

Actual Outcome: 3.094 [3.094, 3.094]
Predicted Outcome: 2.918 [1.864, 3.973]

Parameterization:
x0: 0.7775784628465772
x1: 0.4322360549122095
x2: 0.6792128644883633
x3: 0.8546121064573526
x4: 0.08118498977273703
x5: 0.5593389980494976
x6: 0.21429318469017744
x7: 0.9004104565829039", "Arm 11_0

Actual Outcome: 0.966 [0.966, 0.966]
Predicted Outcome: 1.024 [0.664, 1.383]

Parameterization:
x0: 0.11121235974133015
x1: 0.18011914752423763
x2: 0.4052965687587857
x3: 0.3886879561468959
x4: 0.4982542898505926
x5: 0.31240779999643564
x6: 0.5350681897252798
x7: 0.11069016344845295", "Arm 12_0

Actual Outcome: 2.873 [2.873, 2.873]
Predicted Outcome: 3.422 [2.665, 4.178]

Parameterization:
x0: 0.8178933542221785
x1: 0.18562357034534216
x2: 0.850111385807395
x3: 0.23348262533545494
x4: 0.49190506152808666
x5: 0.48925628047436476
x6: 0.575581350363791
x7: 0.7640415895730257", "Arm 13_0

Actual Outcome: 2.17 [2.170, 2.170]
Predicted Outcome: 2.417 [1.468, 3.366]

Parameterization:
x0: 0.44456534646451473
x1: 0.9758370732888579
x2: 0.7740837438032031
x3: 0.20959301479160786
x4: 0.5338497338816524
x5: 0.020819423720240593
x6: 0.3901395434513688
x7: 0.39767450746148825", "Arm 14_0

Actual Outcome: 2.275 [2.275, 2.275]
Predicted Outcome: 2.418 [1.337, 3.499]

Parameterization:
x0: 0.8800397617742419
x1: 0.5483199972659349
x2: 0.006535622291266918
x3: 0.5401237262412906
x4: 0.6722441846504807
x5: 0.5221859216690063
x6: 0.4026231858879328
x7: 0.3674453040584922", "Arm 15_0

Actual Outcome: 1.78 [1.780, 1.780]
Predicted Outcome: 1.776 [1.759, 1.792]

Parameterization:
x0: 0.3513433439657092
x1: 0.3496090229600668
x2: 0.5612431056797504
x3: 0.7554894145578146
x4: 0.6082922527566552
x5: 0.2426150143146515
x6: 0.005777227692306042
x7: 0.5110325682908297", "Arm 16_0

Actual Outcome: 1.702 [1.702, 1.702]
Predicted Outcome: 1.469 [1.140, 1.799]

Parameterization:
x0: 0.5347564327118189
x1: 0.21230478116044277
x2: 0.23028162671392885
x3: 0.18833564559671162
x4: 0.5008366549379732
x5: 0.43564074719632007
x6: 0.6002963206922256
x7: 0.18037324561142445", "Arm 17_0

Actual Outcome: 1.092 [1.092, 1.092]
Predicted Outcome: 0.98 [0.685, 1.276]

Parameterization:
x0: 0.43752737667833635
x1: 0.0639454479563402
x2: 0.30024903579873236
x3: 0.1235305823144531
x4: 0.26660822814230467
x5: 0.5555527475666056
x6: 0.5011066392514012
x7: 0.2503936536666376", "Arm 18_0

Actual Outcome: 1.525 [1.525, 1.525]
Predicted Outcome: 1.676 [1.262, 2.091]

Parameterization:
x0: 0.5441560597652018
x1: 0.07681858414658384
x2: 0.3093485479542565
x3: 0.03703560392170483
x4: 0.5041845534926449
x5: 0.5832217053931946
x6: 0.5673860167534084
x7: 0.14694210144017894", "Arm 19_0

Actual Outcome: 0.711 [0.711, 0.711]
Predicted Outcome: 0.692 [0.570, 0.814]

Parameterization:
x0: 0.20785760428593641
x1: 0.10016630130318835
x2: 0.39199954306305773
x3: 0.2816650970334586
x4: 0.34875917276509105
x5: 0.4222295452472921
x6: 0.44356763295967505
x7: 0.19996581031794605", "Arm 20_0

Actual Outcome: 0.879 [0.879, 0.879]
Predicted Outcome: 0.956 [0.672, 1.239]

Parameterization:
x0: 0.18576391294892475
x1: 0.2544226658276508
x2: 0.4134701084973221
x3: 0.382835981721798
x4: 0.47818466534224013
x5: 0.27909128106631137
x6: 0.36089761588429276
x7: 0.2376573916340289", "Arm 21_0

Actual Outcome: 0.924 [0.924, 0.924]
Predicted Outcome: 0.886 [0.530, 1.241]

Parameterization:
x0: 0.15906413561520785
x1: 0.05477062520443628
x2: 0.34684413170112927
x3: 0.28882599694398947
x4: 0.3223058071736942
x5: 0.4579730406861747
x6: 0.6228251330058161
x7: 0.10958887839222849", "Arm 22_0

Actual Outcome: 0.681 [0.681, 0.681]
Predicted Outcome: 0.624 [0.418, 0.831]

Parameterization:
x0: 0.13635910429174364
x1: 0.1253672419657972
x2: 0.3804471476700605
x3: 0.20099181332216587
x4: 0.2806034945590878
x5: 0.3423084962423412
x6: 0.43859362206692737
x7: 0.30077500694384535", "Arm 23_0

Actual Outcome: 0.639 [0.639, 0.639]
Predicted Outcome: 0.727 [0.559, 0.895]

Parameterization:
x0: 0.21088070084456823
x1: 0.08767968849502658
x2: 0.36398513738319266
x3: 0.41815063945716746
x4: 0.3474579525208589
x5: 0.45378694084939314
x6: 0.31483821621724456
x7: 0.16464250171147915", "Arm 24_0

Actual Outcome: 0.726 [0.726, 0.726]
Predicted Outcome: 0.856 [0.560, 1.152]

Parameterization:
x0: 0.29486246825326395
x1: 0.11667280649984038
x2: 0.45409048955487646
x3: 0.2558820106909885
x4: 0.2556284392859009
x5: 0.34932923562760515
x6: 0.42868843385470906
x7: 0.1204743453876123", "Arm 25_0

Actual Outcome: 0.617 [0.617, 0.617]
Predicted Outcome: 0.573 [0.421, 0.724]

Parameterization:
x0: 0.14875016926223564
x1: 0.08986329623502588
x2: 0.3725343465339175
x3: 0.34194495118587326
x4: 0.2133579123447755
x5: 0.34139787704082075
x6: 0.280605067408294
x7: 0.1734544399179043", "Arm 26_0

Actual Outcome: 0.534 [0.534, 0.534]
Predicted Outcome: 0.573 [0.461, 0.684]

Parameterization:
x0: 0.23411742072884326
x1: 0.0
x2: 0.3781816340934855
x3: 0.4085579118831509
x4: 0.24063317121964878
x5: 0.3120474295739142
x6: 0.34769515028862613
x7: 0.28207998334681367", "Arm 27_0

Actual Outcome: 0.74 [0.740, 0.740]
Predicted Outcome: 0.729 [0.474, 0.984]

Parameterization:
x0: 0.10586937799902692
x1: 0.19285322406404848
x2: 0.38182432618525275
x3: 0.25979023217721126
x4: 0.2215642071802314
x5: 0.4320535724484204
x6: 0.26046172537313883
x7: 0.11562237466754709", "Arm 28_0

Actual Outcome: 0.546 [0.546, 0.546]
Predicted Outcome: 0.535 [0.425, 0.645]

Parameterization:
x0: 0.18909550244997966
x1: 0.0
x2: 0.42541957817571424
x3: 0.37198833942576504
x4: 0.22377568697540737
x5: 0.3979799414542716
x6: 0.26833005428540835
x7: 0.3454560871365853", "Arm 29_0

Actual Outcome: 0.585 [0.585, 0.585]
Predicted Outcome: 0.546 [0.389, 0.704]

Parameterization:
x0: 0.30095501993105
x1: 0.0
x2: 0.3709599596419413
x3: 0.27638518856485705
x4: 0.31933387305062766
x5: 0.2993286081898749
x6: 0.2198854896718628
x7: 0.2564137154715741", "Arm 30_0

Actual Outcome: 0.705 [0.705, 0.705]
Predicted Outcome: 0.681 [0.457, 0.906]

Parameterization:
x0: 0.20177678357517434
x1: 0.09727093590603811
x2: 0.3734200755896614
x3: 0.4742071775636157
x4: 0.1614999388983588
x5: 0.3615370269584448
x6: 0.4158680076222678
x7: 0.29739407287349834", "Arm 31_0

Actual Outcome: 0.525 [0.525, 0.525]
Predicted Outcome: 0.483 [0.398, 0.567]

Parameterization:
x0: 0.18809665657403266
x1: 0.0
x2: 0.40794155476299143
x3: 0.3787727377725967
x4: 0.3105787223598424
x5: 0.3336118558690486
x6: 0.26237304092868446
x7: 0.279832186752041", "Arm 32_0

Actual Outcome: 0.518 [0.518, 0.518]
Predicted Outcome: 0.548 [0.443, 0.653]

Parameterization:
x0: 0.2756389893276458
x1: 0.0
x2: 0.3863003170009106
x3: 0.3192361810430753
x4: 0.20884520023596698
x5: 0.36940264889463675
x6: 0.2780035111971653
x7: 0.3113153529524599", "Arm 33_0

Actual Outcome: 0.369 [0.369, 0.369]
Predicted Outcome: 0.44 [0.374, 0.505]

Parameterization:
x0: 0.10717767594302487
x1: 0.0
x2: 0.3319396965402896
x3: 0.4114688660874502
x4: 0.3295000571966103
x5: 0.3649652039357437
x6: 0.2063953817993995
x7: 0.3986832836357826", "Arm 34_0

Actual Outcome: 0.536 [0.536, 0.536]
Predicted Outcome: 0.561 [0.368, 0.754]

Parameterization:
x0: 0.09368047583976809
x1: 0.0
x2: 0.2821754934617428
x3: 0.3998568196351065
x4: 0.2896834760989919
x5: 0.4128987532735166
x6: 0.11203959234463219
x7: 0.5061234864548798", "Arm 35_0

Actual Outcome: 0.744 [0.744, 0.744]
Predicted Outcome: 0.438 [0.156, 0.720]

Parameterization:
x0: 0.05031801640419816
x1: 0.0
x2: 0.31165829766173136
x3: 0.37288805541761505
x4: 0.3064792287181265
x5: 0.2683245443292245
x6: 0.20926715525378806
x7: 0.5847525258207265", "Arm 36_0

Actual Outcome: 0.409 [0.409, 0.409]
Predicted Outcome: 0.471 [0.333, 0.609]

Parameterization:
x0: 0.0
x1: 0.0
x2: 0.2791303433163066
x3: 0.511196850569367
x4: 0.4135180624491743
x5: 0.41639502810130136
x6: 0.10667622875129279
x7: 0.3665132105993902", "Arm 37_0

Actual Outcome: 0.382 [0.382, 0.382]
Predicted Outcome: 0.369 [0.306, 0.433]

Parameterization:
x0: 0.07662533015392767
x1: 0.0
x2: 0.3104433605403463
x3: 0.43754980817899647
x4: 0.3477057001854941
x5: 0.41780625751299916
x6: 0.18900734701740768
x7: 0.3382601637810476", "Arm 38_0

Actual Outcome: 0.569 [0.569, 0.569]
Predicted Outcome: 0.444 [0.316, 0.572]

Parameterization:
x0: 0.1531309265114879
x1: 0.0
x2: 0.31413891441033104
x3: 0.5253601315101869
x4: 0.3568497197402798
x5: 0.3781422839203089
x6: 0.11173109489347599
x7: 0.35278829486786145", "Arm 39_0

Actual Outcome: 0.304 [0.304, 0.304]
Predicted Outcome: 0.344 [0.268, 0.420]

Parameterization:
x0: 0.0
x1: 0.0
x2: 0.31999267549704186
x3: 0.35913464766222336
x4: 0.413059846420758
x5: 0.4542266063467401
x6: 0.17186920286508764
x7: 0.3532634449846274", "Arm 40_0

Actual Outcome: 0.38 [0.380, 0.380]
Predicted Outcome: 0.404 [0.296, 0.511]

Parameterization:
x0: 0.0
x1: 0.0
x2: 0.29211683782599274
x3: 0.3586787498125197
x4: 0.4641588720271896
x5: 0.40884661058337596
x6: 0.22018304413254913
x7: 0.4001216340068202", "Arm 41_0

Actual Outcome: 0.196 [0.196, 0.196]
Predicted Outcome: 0.159 [0.111, 0.208]

Parameterization:
x0: 0.0
x1: 0.0
x2: 0.30930289568789343
x3: 0.30107852858894124
x4: 0.36914060448696845
x5: 0.3774848001200964
x6: 0.14187040017786787
x7: 0.3724530297595054", "Arm 42_0

Actual Outcome: 0.603 [0.603, 0.603]
Predicted Outcome: 0.534 [0.395, 0.673]

Parameterization:
x0: 0.0
x1: 0.0
x2: 0.32331943053807294
x3: 0.4358128386299968
x4: 0.4738669177416517
x5: 0.4805645746995682
x6: 0.237444683559617
x7: 0.43519668560759256", "Arm 43_0

Actual Outcome: 0.149 [0.149, 0.149]
Predicted Outcome: 0.118 [0.064, 0.173]

Parameterization:
x0: 0.0
x1: 0.0
x2: 0.273911052795713
x3: 0.22763815825021527
x4: 0.36575180064755874
x5: 0.3897676322347461
x6: 0.05290585614832018
x7: 0.3439237653908468", "Arm 44_0

Actual Outcome: 0.07 [0.070, 0.070]
Predicted Outcome: 0.137 [0.096, 0.178]

Parameterization:
x0: 0.0
x1: 0.0
x2: 0.3315402488824989
x3: 0.24636524932732648
x4: 0.40558704673876367
x5: 0.35094857009654595
x6: 0.024293796680474548
x7: 0.374675011688402", "Arm 45_0

Actual Outcome: 0.23 [0.230, 0.230]
Predicted Outcome: 0.312 [0.157, 0.467]

Parameterization:
x0: 0.0
x1: 0.0
x2: 0.21322591511799596
x3: 0.15518024534261524
x4: 0.3768865192334627
x5: 0.45608013837476347
x6: 0.0
x7: 0.2961669965381298", "Arm 46_0

Actual Outcome: 0.18 [0.180, 0.180]
Predicted Outcome: 0.185 [0.099, 0.271]

Parameterization:
x0: 0.0
x1: 0.0
x2: 0.3396688731763954
x3: 0.15071103265811858
x4: 0.48975173908146935
x5: 0.3516128525630222
x6: 0.0
x7: 0.346252966618696", "Arm 47_0

Actual Outcome: 0.326 [0.326, 0.326]
Predicted Outcome: 0.232 [0.136, 0.329]

Parameterization:
x0: 0.0
x1: 0.0
x2: 0.31230772509490706
x3: 0.23991919050841548
x4: 0.5007433414460389
x5: 0.3017557980001937
x6: 0.0
x7: 0.323573837647694", "Arm 48_0

Actual Outcome: 0.228 [0.228, 0.228]
Predicted Outcome: 0.102 [-0.113, 0.318]

Parameterization:
x0: 0.0
x1: 0.10490602088484333
x2: 0.3368985467751159
x3: 0.19166408913206556
x4: 0.4425100652310013
x5: 0.36598866159952076
x6: 0.0
x7: 0.3800494280661507", "Arm 49_0

Actual Outcome: 4.686 [4.686, 4.686]
Predicted Outcome: 3.147 [1.856, 4.438]

Parameterization:
x0: 0.9749546525999904
x1: 0.8248282698914409
x2: 0.9205630710348487
x3: 0.10426892805844545
x4: 0.8772458238527179
x5: 0.6016774699091911
x6: 0.93112479057163
x7: 0.37300950288772583", "Arm 50_0

Actual Outcome: 0.042 [0.042, 0.042]
Predicted Outcome: -0.005 [-0.050, 0.039]

Parameterization:
x0: 0.0
x1: 0.0
x2: 0.3604885049104453
x3: 0.18797333592241158
x4: 0.3725313380498592
x5: 0.3838655384862945
x6: 0.0
x7: 0.40215102844350353", "Arm 51_0

Actual Outcome: -0.041 [-0.041, -0.041]
Predicted Outcome: -0.028 [-0.071, 0.016]

Parameterization:
x0: 0.0
x1: 0.0
x2: 0.3927422139598556
x3: 0.09428796968979485
x4: 0.311306591195634
x5: 0.346316728933675
x6: 0.0
x7: 0.41159134901626343", "Arm 52_0

Actual Outcome: 0.031 [0.031, 0.031]
Predicted Outcome: 0.027 [-0.030, 0.083]

Parameterization:
x0: 0.0
x1: 0.0
x2: 0.3980364551171039
x3: 0.07887691341207269
x4: 0.2776220855733105
x5: 0.2729399260345532
x6: 0.0
x7: 0.4117836310815129", "Arm 53_0

Actual Outcome: 0.227 [0.227, 0.227]
Predicted Outcome: 0.203 [-0.029, 0.435]

Parameterization:
x0: 0.0
x1: 0.0
x2: 0.5099065581857616
x3: 0.0
x4: 0.22583989552794298
x5: 0.2298833823143616
x6: 0.0
x7: 0.40684276397341945", "Arm 54_0

Actual Outcome: -0.048 [-0.048, -0.048]
Predicted Outcome: -0.068 [-0.120, -0.016]

Parameterization:
x0: 0.0
x1: 0.0
x2: 0.33910116379950417
x3: 0.0
x4: 0.29049738259600383
x5: 0.29508137079738744
x6: 0.0
x7: 0.43292668540969803", "Arm 55_0

Actual Outcome: -0.141 [-0.141, -0.141]
Predicted Outcome: -0.123 [-0.155, -0.091]

Parameterization:
x0: 0.0
x1: 0.0
x2: 0.36853697994176626
x3: 0.0
x4: 0.32929157725198516
x5: 0.3305912275349929
x6: 0.0
x7: 0.4218865485741214", "Arm 56_0

Actual Outcome: 0.766 [0.766, 0.766]
Predicted Outcome: 1.289 [0.398, 2.180]

Parameterization:
x0: 0.0
x1: 0.2410432566584283
x2: 0.9023325202563123
x3: 0.0
x4: 0.32575331453544276
x5: 0.2199819471641855
x6: 0.0
x7: 0.0", "Arm 57_0

Actual Outcome: 0.005 [0.005, 0.005]
Predicted Outcome: -0.056 [-0.205, 0.093]

Parameterization:
x0: 0.09529642644647643
x1: 0.0
x2: 0.3688542275885426
x3: 0.0
x4: 0.31437060930297067
x5: 0.3292619328050044
x6: 0.0
x7: 0.4411964545538657", "Arm 58_0

Actual Outcome: -0.264 [-0.264, -0.264]
Predicted Outcome: -0.252 [-0.301, -0.203]

Parameterization:
x0: 0.0
x1: 0.39473713604935673
x2: 0.4457211010404841
x3: 0.0
x4: 0.3483034575221816
x5: 0.01759917248074033
x6: 0.0
x7: 0.0", "Arm 59_0

Actual Outcome: -0.162 [-0.162, -0.162]
Predicted Outcome: -0.181 [-0.250, -0.111]

Parameterization:
x0: 0.0
x1: 0.0
x2: 0.40206558723231395
x3: 0.0
x4: 0.36481949068951475
x5: 0.3122557453419429
x6: 0.0
x7: 0.38329124869859404", "Arm 60_0

Actual Outcome: 1.826 [1.826, 1.826]
Predicted Outcome: 1.484 [0.941, 2.026]

Parameterization:
x0: 0.09542924751306657
x1: 0.2214489071227384
x2: 0.6308006372465098
x3: 0.6098685009463232
x4: 0.5410281611667717
x5: 0.33549105014519237
x6: 0.29290961445890334
x7: 0.4859359682277295", "Arm 61_0

Actual Outcome: 0.137 [0.137, 0.137]
Predicted Outcome: 0.027 [-0.168, 0.222]

Parameterization:
x0: 0.0
x1: 0.497645221249799
x2: 0.5371345101974628
x3: 0.0
x4: 0.3820079317125931
x5: 0.0
x6: 0.0
x7: 0.0", "Arm 62_0

Actual Outcome: -0.087 [-0.087, -0.087]
Predicted Outcome: -0.178 [-0.335, -0.021]

Parameterization:
x0: 0.0
x1: 0.2746398747867092
x2: 0.48780640128500324
x3: 0.0
x4: 0.31088844406958527
x5: 0.0
x6: 0.0
x7: 0.0", "Arm 63_0

Actual Outcome: -0.135 [-0.135, -0.135]
Predicted Outcome: -0.162 [-0.298, -0.027]

Parameterization:
x0: 0.0
x1: 0.42687219941186155
x2: 0.41621934369646607
x3: 0.0
x4: 0.3598525230881851
x5: 0.12175541201533217
x6: 0.0
x7: 0.0", "Arm 64_0

Actual Outcome: -0.31 [-0.310, -0.310]
Predicted Outcome: -0.333 [-0.377, -0.288]

Parameterization:
x0: 0.0
x1: 0.37588272318449456
x2: 0.3078403458545194
x3: 0.0
x4: 0.34647563604039006
x5: 0.0
x6: 0.0
x7: 0.020484968488642185", "Arm 65_0

Actual Outcome: -0.242 [-0.242, -0.242]
Predicted Outcome: -0.299 [-0.453, -0.146]

Parameterization:
x0: 0.0
x1: 0.4088649380294594
x2: 0.34620536013383474
x3: 0.0
x4: 0.24419566655858793
x5: 0.0025898734248350533
x6: 0.0
x7: 0.0", "Arm 66_0

Actual Outcome: -0.301 [-0.301, -0.301]
Predicted Outcome: -0.322 [-0.424, -0.220]

Parameterization:
x0: 0.0
x1: 0.3459910949731243
x2: 0.37063027728082015
x3: 0.0
x4: 0.42817985556474397
x5: 0.019561520024999487
x6: 0.0
x7: 0.0", "Arm 67_0

Actual Outcome: -0.14 [-0.140, -0.140]
Predicted Outcome: -0.22 [-0.439, -0.001]

Parameterization:
x0: 0.0
x1: 0.37697538421689236
x2: 0.3495735770512108
x3: 0.16243467525677419
x4: 0.35870752110690834
x5: 0.00908393589411099
x6: 0.0
x7: 0.0", "Arm 68_0

Actual Outcome: -0.201 [-0.201, -0.201]
Predicted Outcome: -0.306 [-0.554, -0.058]

Parameterization:
x0: 0.0
x1: 0.37179916320621437
x2: 0.3512989754162584
x3: 0.0
x4: 0.35732539019923115
x5: 0.009961534922196967
x6: 0.12210974682682359
x7: 0.0", "Arm 69_0

Actual Outcome: -0.153 [-0.153, -0.153]
Predicted Outcome: -0.248 [-0.561, 0.065]

Parameterization:
x0: 0.15229623452093172
x1: 0.3769652984456237
x2: 0.3523837485028447
x3: 0.0
x4: 0.3536330132666195
x5: 0.007233731538572171
x6: 0.0
x7: 0.0", "Arm 70_0

Actual Outcome: 4.077 [4.077, 4.077]
Predicted Outcome: 3.15 [1.799, 4.501]

Parameterization:
x0: 0.7259203568100929
x1: 0.09915152192115784
x2: 0.7407031459733844
x3: 0.7344651790335774
x4: 0.9165485752746463
x5: 0.8950798809528351
x6: 0.1964116944000125
x7: 0.8989377468824387", "Arm 71_0

Actual Outcome: 3.491 [3.491, 3.491]
Predicted Outcome: 2.452 [1.219, 3.684]

Parameterization:
x0: 0.3673209799453616
x1: 0.9090664591640234
x2: 0.7500217966735363
x3: 0.9648973122239113
x4: 0.3362802714109421
x5: 0.099766761995852
x6: 0.23054584860801697
x7: 0.9219966325908899", "Arm 72_0

Actual Outcome: -0.259 [-0.259, -0.259]
Predicted Outcome: -0.261 [-0.391, -0.130]

Parameterization:
x0: 0.0
x1: 0.3590544073020363
x2: 0.3727158549309557
x3: 0.0
x4: 0.36155440206911255
x5: 0.025270281377462327
x6: 0.0
x7: 0.08705718126229736", "Arm 73_0

Actual Outcome: -0.352 [-0.352, -0.352]
Predicted Outcome: -0.35 [-0.357, -0.343]

Parameterization:
x0: 0.0
x1: 0.369110184376726
x2: 0.35680318280448203
x3: 0.0
x4: 0.3581205141018384
x5: 0.01186699801095937
x6: 0.0
x7: 0.0", "Arm 74_0

Actual Outcome: 0.35 [0.350, 0.350]
Predicted Outcome: 0.592 [0.011, 1.173]

Parameterization:
x0: 0.21732576843351126
x1: 0.3521066699177027
x2: 0.14008045569062233
x3: 0.030399133451282978
x4: 0.4071232695132494
x5: 0.10140648670494556
x6: 0.009301756508648396
x7: 0.47406548261642456", "Arm 75_0

Actual Outcome: 1.791 [1.791, 1.791]
Predicted Outcome: 1.795 [1.779, 1.812]

Parameterization:
x0: 0.35265438355195905
x1: 0.3485521370288919
x2: 0.5650318662762264
x3: 0.7593511556592619
x4: 0.6080922673044
x5: 0.24627789308729475
x6: 0.008242339414726919
x7: 0.5121578022614763", "Arm 76_0

Actual Outcome: -0.299 [-0.299, -0.299]
Predicted Outcome: -0.3 [-0.318, -0.281]

Parameterization:
x0: 0.0
x1: 0.33617481328040716
x2: 0.3414876324812652
x3: 0.0
x4: 0.34534106178493656
x5: 0.04986633892680772
x6: 0.0
x7: 0.0", "Arm 77_0

Actual Outcome: -0.337 [-0.337, -0.337]
Predicted Outcome: -0.342 [-0.370, -0.314]

Parameterization:
x0: 0.0
x1: 0.4050960517727409
x2: 0.3515934426726836
x3: 0.0
x4: 0.3721227264927927
x5: 0.0
x6: 0.0
x7: 0.0", "Arm 78_0

Actual Outcome: -0.149 [-0.149, -0.149]
Predicted Outcome: -0.167 [-0.236, -0.098]

Parameterization:
x0: 0.0
x1: 0.29393763592299826
x2: 0.2874307912841908
x3: 0.0
x4: 0.3390627585108559
x5: 0.09188831531663122
x6: 0.0
x7: 0.0", "Arm 79_0

Actual Outcome: 1.523 [1.523, 1.523]
Predicted Outcome: 1.579 [0.758, 2.401]

Parameterization:
x0: 0.48297236301004887
x1: 0.17489272076636553
x2: 0.31315776612609625
x3: 0.05049679987132549
x4: 0.2236699489876628
x5: 0.33305199164897203
x6: 0.7896293941885233
x7: 0.5951436711475253", "Arm 80_0

Actual Outcome: 0.121 [0.121, 0.121]
Predicted Outcome: 0.184 [-0.455, 0.824]

Parameterization:
x0: 0.0
x1: 0.6368308662943095
x2: 0.0
x3: 0.0
x4: 0.1309614396074148
x5: 0.0
x6: 0.0
x7: 0.324894177098876", "Arm 81_0

Actual Outcome: 0.494 [0.494, 0.494]
Predicted Outcome: 0.835 [-0.059, 1.730]

Parameterization:
x0: 0.0
x1: 0.547247549836014
x2: 0.0
x3: 0.0
x4: 0.6686890152622617
x5: 0.0
x6: 0.0
x7: 0.2507836218827609", "Arm 82_0

Actual Outcome: 0.421 [0.421, 0.421]
Predicted Outcome: 0.348 [-0.254, 0.950]

Parameterization:
x0: 0.2775189260726577
x1: 0.7001308648844105
x2: 0.0
x3: 0.0
x4: 0.3108649106240873
x5: 0.0
x6: 0.0
x7: 0.1994163198188302", "Arm 83_0

Actual Outcome: 0.034 [0.034, 0.034]
Predicted Outcome: 0.152 [-0.321, 0.624]

Parameterization:
x0: 0.0
x1: 0.6748302785635715
x2: 0.0
x3: 0.0
x4: 0.23654122718562173
x5: 0.0
x6: 0.0
x7: 0.0", "Arm 84_0

Actual Outcome: -0.355 [-0.355, -0.355]
Predicted Outcome: -0.356 [-0.368, -0.344]

Parameterization:
x0: 0.0
x1: 0.36557066456379184
x2: 0.36644177391479654
x3: 0.0
x4: 0.35956576526310285
x5: 0.0
x6: 0.0
x7: 0.0", "Arm 85_0

Actual Outcome: -0.498 [-0.498, -0.498]
Predicted Outcome: -0.572 [-0.675, -0.469]

Parameterization:
x0: 0.0
x1: 0.48101003834148304
x2: 0.0
x3: 0.0
x4: 0.0
x5: 0.0
x6: 0.0
x7: 0.0", "Arm 86_0

Actual Outcome: 1.637 [1.637, 1.637]
Predicted Outcome: 1.76 [1.185, 2.335]

Parameterization:
x0: 0.2242725391854891
x1: 0.44741827807148343
x2: 0.5245500600053236
x3: 0.2409752584885695
x4: 0.1719780130436078
x5: 0.40855033794361323
x6: 0.49454618615981266
x7: 0.6840221942525526", "Arm 87_0

Actual Outcome: -0.006 [-0.006, -0.006]
Predicted Outcome: 0.327 [-0.170, 0.824]

Parameterization:
x0: 0.0
x1: 0.7120331071989363
x2: 0.15916877798866277
x3: 0.0
x4: 0.0
x5: 0.0
x6: 0.0
x7: 0.0", "Arm 88_0

Actual Outcome: -0.652 [-0.652, -0.652]
Predicted Outcome: -0.582 [-0.657, -0.507]

Parameterization:
x0: 0.0
x1: 0.3724290448767906
x2: 0.0
x3: 0.0
x4: 0.0
x5: 0.0
x6: 0.0
x7: 0.0", "Arm 89_0

Actual Outcome: 0.679 [0.679, 0.679]
Predicted Outcome: 0.861 [-0.045, 1.768]

Parameterization:
x0: 0.4921797794523535
x1: 0.25884149964970954
x2: 0.12882650158438905
x3: 0.5388499169349491
x4: 0.03352701065570192
x5: 0.08929023842253386
x6: 0.06338303731248701
x7: 0.337396866633722", "Arm 90_0

Actual Outcome: -0.2 [-0.200, -0.200]
Predicted Outcome: -0.325 [-0.652, 0.002]

Parameterization:
x0: 0.0
x1: 0.5027833669650933
x2: 0.0
x3: 0.22392147621724057
x4: 0.0
x5: 0.0
x6: 0.0
x7: 0.0", "Arm 91_0

Actual Outcome: -0.568 [-0.568, -0.568]
Predicted Outcome: -0.678 [-0.836, -0.519]

Parameterization:
x0: 0.0
x1: 0.25142965233820674
x2: 0.0
x3: 0.0
x4: 0.0
x5: 0.0
x6: 0.0
x7: 0.0", "Arm 92_0

Actual Outcome: 0.257 [0.257, 0.257]
Predicted Outcome: 0.607 [-0.072, 1.286]

Parameterization:
x0: 0.19528316576017862
x1: 0.048538822116452454
x2: 0.08427942231899305
x3: 0.3831213537846787
x4: 0.14956414530625448
x5: 0.16033952034235494
x6: 0.3941191778981392
x7: 0.0073974261217983036", "Arm 93_0

Actual Outcome: 0.502 [0.502, 0.502]
Predicted Outcome: 0.755 [0.237, 1.274]

Parameterization:
x0: 0.08442100990914883
x1: 0.03174824938542433
x2: 0.15758279662038951
x3: 0.25881766839353226
x4: 0.48731180183451195
x5: 0.052847363307495496
x6: 0.14115238342537478
x7: 0.22980115401725293", "Arm 94_0

Actual Outcome: 3.641 [3.641, 3.641]
Predicted Outcome: 3.092 [2.102, 4.082]

Parameterization:
x0: 0.9485908523201942
x1: 0.16753664705902338
x2: 0.8577874172478914
x3: 0.631585574708879
x4: 0.15630829893052578
x5: 0.6496200384572148
x6: 0.7556940019130707
x7: 0.5218192515894771", "Arm 95_0

Actual Outcome: 3.158 [3.158, 3.158]
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Actual Outcome: 1.803 [1.803, 1.803]
Predicted Outcome: 1.75 [0.938, 2.561]

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Actual Outcome: 2.427 [2.427, 2.427]
Predicted Outcome: 2.599 [1.434, 3.765]

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Actual Outcome: 3.341 [3.341, 3.341]
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Cosine8: 2.167 [2.165, 2.170]

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Cosine8: 1.333 [1.330, 1.335]

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Cosine8: 2.24 [2.237, 2.242]

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Cosine8: 3.417 [3.415, 3.420]

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Cosine8: 4.01 [4.007, 4.012]

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Cosine8: 2.52 [2.517, 2.522]

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Cosine8: 2.122 [2.120, 2.125]

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Cosine8: 2.877 [2.874, 2.879]

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Cosine8: 2.959 [2.956, 2.961]

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Cosine8: 3.293 [3.290, 3.295]

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Cosine8: 3.094 [3.091, 3.096]

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Cosine8: 0.966 [0.964, 0.969]

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Cosine8: 2.873 [2.871, 2.876]

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Cosine8: 2.17 [2.167, 2.172]

Parameterization:
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Cosine8: 2.275 [2.273, 2.278]

Parameterization:
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Cosine8: 1.78 [1.777, 1.782]

Parameterization:
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Cosine8: 1.702 [1.700, 1.705]

Parameterization:
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Cosine8: 1.092 [1.090, 1.095]

Parameterization:
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Cosine8: 1.525 [1.522, 1.527]

Parameterization:
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Cosine8: 0.711 [0.708, 0.713]

Parameterization:
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Cosine8: 0.879 [0.876, 0.881]

Parameterization:
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Cosine8: 0.924 [0.921, 0.926]

Parameterization:
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Cosine8: 0.681 [0.678, 0.683]

Parameterization:
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Cosine8: 0.639 [0.636, 0.641]

Parameterization:
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Cosine8: 0.726 [0.723, 0.728]

Parameterization:
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Cosine8: 0.617 [0.614, 0.619]

Parameterization:
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Cosine8: 0.534 [0.532, 0.537]

Parameterization:
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Cosine8: 0.74 [0.737, 0.742]

Parameterization:
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x1: 0.19285322406404848
x2: 0.38182432618525275
x3: 0.25979023217721126
x4: 0.2215642071802314
x5: 0.4320535724484204
x6: 0.26046172537313883
x7: 0.11562237466754709", "Arm 28_0

Cosine8: 0.546 [0.544, 0.549]

Parameterization:
x0: 0.18909550244997966
x1: 0.0
x2: 0.42541957817571424
x3: 0.37198833942576504
x4: 0.22377568697540737
x5: 0.3979799414542716
x6: 0.26833005428540835
x7: 0.3454560871365853", "Arm 29_0

Cosine8: 0.585 [0.582, 0.587]

Parameterization:
x0: 0.30095501993105
x1: 0.0
x2: 0.3709599596419413
x3: 0.27638518856485705
x4: 0.31933387305062766
x5: 0.2993286081898749
x6: 0.2198854896718628
x7: 0.2564137154715741", "Arm 30_0

Cosine8: 0.705 [0.702, 0.707]

Parameterization:
x0: 0.20177678357517434
x1: 0.09727093590603811
x2: 0.3734200755896614
x3: 0.4742071775636157
x4: 0.1614999388983588
x5: 0.3615370269584448
x6: 0.4158680076222678
x7: 0.29739407287349834", "Arm 31_0

Cosine8: 0.525 [0.522, 0.527]

Parameterization:
x0: 0.18809665657403266
x1: 0.0
x2: 0.40794155476299143
x3: 0.3787727377725967
x4: 0.3105787223598424
x5: 0.3336118558690486
x6: 0.26237304092868446
x7: 0.279832186752041", "Arm 32_0

Cosine8: 0.518 [0.515, 0.520]

Parameterization:
x0: 0.2756389893276458
x1: 0.0
x2: 0.3863003170009106
x3: 0.3192361810430753
x4: 0.20884520023596698
x5: 0.36940264889463675
x6: 0.2780035111971653
x7: 0.3113153529524599", "Arm 33_0

Cosine8: 0.369 [0.366, 0.371]

Parameterization:
x0: 0.10717767594302487
x1: 0.0
x2: 0.3319396965402896
x3: 0.4114688660874502
x4: 0.3295000571966103
x5: 0.3649652039357437
x6: 0.2063953817993995
x7: 0.3986832836357826", "Arm 34_0

Cosine8: 0.536 [0.533, 0.538]

Parameterization:
x0: 0.09368047583976809
x1: 0.0
x2: 0.2821754934617428
x3: 0.3998568196351065
x4: 0.2896834760989919
x5: 0.4128987532735166
x6: 0.11203959234463219
x7: 0.5061234864548798", "Arm 35_0

Cosine8: 0.744 [0.742, 0.747]

Parameterization:
x0: 0.05031801640419816
x1: 0.0
x2: 0.31165829766173136
x3: 0.37288805541761505
x4: 0.3064792287181265
x5: 0.2683245443292245
x6: 0.20926715525378806
x7: 0.5847525258207265", "Arm 36_0

Cosine8: 0.409 [0.406, 0.411]

Parameterization:
x0: 0.0
x1: 0.0
x2: 0.2791303433163066
x3: 0.511196850569367
x4: 0.4135180624491743
x5: 0.41639502810130136
x6: 0.10667622875129279
x7: 0.3665132105993902", "Arm 37_0

Cosine8: 0.382 [0.379, 0.384]

Parameterization:
x0: 0.07662533015392767
x1: 0.0
x2: 0.3104433605403463
x3: 0.43754980817899647
x4: 0.3477057001854941
x5: 0.41780625751299916
x6: 0.18900734701740768
x7: 0.3382601637810476", "Arm 38_0

Cosine8: 0.569 [0.566, 0.571]

Parameterization:
x0: 0.1531309265114879
x1: 0.0
x2: 0.31413891441033104
x3: 0.5253601315101869
x4: 0.3568497197402798
x5: 0.3781422839203089
x6: 0.11173109489347599
x7: 0.35278829486786145", "Arm 39_0

Cosine8: 0.304 [0.302, 0.307]

Parameterization:
x0: 0.0
x1: 0.0
x2: 0.31999267549704186
x3: 0.35913464766222336
x4: 0.413059846420758
x5: 0.4542266063467401
x6: 0.17186920286508764
x7: 0.3532634449846274", "Arm 40_0

Cosine8: 0.38 [0.378, 0.383]

Parameterization:
x0: 0.0
x1: 0.0
x2: 0.29211683782599274
x3: 0.3586787498125197
x4: 0.4641588720271896
x5: 0.40884661058337596
x6: 0.22018304413254913
x7: 0.4001216340068202", "Arm 41_0

Cosine8: 0.196 [0.193, 0.198]

Parameterization:
x0: 0.0
x1: 0.0
x2: 0.30930289568789343
x3: 0.30107852858894124
x4: 0.36914060448696845
x5: 0.3774848001200964
x6: 0.14187040017786787
x7: 0.3724530297595054", "Arm 42_0

Cosine8: 0.603 [0.601, 0.606]

Parameterization:
x0: 0.0
x1: 0.0
x2: 0.32331943053807294
x3: 0.4358128386299968
x4: 0.4738669177416517
x5: 0.4805645746995682
x6: 0.237444683559617
x7: 0.43519668560759256", "Arm 43_0

Cosine8: 0.148 [0.146, 0.151]

Parameterization:
x0: 0.0
x1: 0.0
x2: 0.273911052795713
x3: 0.22763815825021527
x4: 0.36575180064755874
x5: 0.3897676322347461
x6: 0.05290585614832018
x7: 0.3439237653908468", "Arm 44_0

Cosine8: 0.07 [0.068, 0.073]

Parameterization:
x0: 0.0
x1: 0.0
x2: 0.3315402488824989
x3: 0.24636524932732648
x4: 0.40558704673876367
x5: 0.35094857009654595
x6: 0.024293796680474548
x7: 0.374675011688402", "Arm 45_0

Cosine8: 0.23 [0.228, 0.233]

Parameterization:
x0: 0.0
x1: 0.0
x2: 0.21322591511799596
x3: 0.15518024534261524
x4: 0.3768865192334627
x5: 0.45608013837476347
x6: 0.0
x7: 0.2961669965381298", "Arm 46_0

Cosine8: 0.18 [0.177, 0.182]

Parameterization:
x0: 0.0
x1: 0.0
x2: 0.3396688731763954
x3: 0.15071103265811858
x4: 0.48975173908146935
x5: 0.3516128525630222
x6: 0.0
x7: 0.346252966618696", "Arm 47_0

Cosine8: 0.326 [0.323, 0.328]

Parameterization:
x0: 0.0
x1: 0.0
x2: 0.31230772509490706
x3: 0.23991919050841548
x4: 0.5007433414460389
x5: 0.3017557980001937
x6: 0.0
x7: 0.323573837647694", "Arm 48_0

Cosine8: 0.228 [0.225, 0.230]

Parameterization:
x0: 0.0
x1: 0.10490602088484333
x2: 0.3368985467751159
x3: 0.19166408913206556
x4: 0.4425100652310013
x5: 0.36598866159952076
x6: 0.0
x7: 0.3800494280661507", "Arm 49_0

Cosine8: 4.686 [4.684, 4.688]

Parameterization:
x0: 0.9749546525999904
x1: 0.8248282698914409
x2: 0.9205630710348487
x3: 0.10426892805844545
x4: 0.8772458238527179
x5: 0.6016774699091911
x6: 0.93112479057163
x7: 0.37300950288772583", "Arm 50_0

Cosine8: 0.042 [0.040, 0.045]

Parameterization:
x0: 0.0
x1: 0.0
x2: 0.3604885049104453
x3: 0.18797333592241158
x4: 0.3725313380498592
x5: 0.3838655384862945
x6: 0.0
x7: 0.40215102844350353", "Arm 51_0

Cosine8: -0.041 [-0.044, -0.039]

Parameterization:
x0: 0.0
x1: 0.0
x2: 0.3927422139598556
x3: 0.09428796968979485
x4: 0.311306591195634
x5: 0.346316728933675
x6: 0.0
x7: 0.41159134901626343", "Arm 52_0

Cosine8: 0.031 [0.028, 0.033]

Parameterization:
x0: 0.0
x1: 0.0
x2: 0.3980364551171039
x3: 0.07887691341207269
x4: 0.2776220855733105
x5: 0.2729399260345532
x6: 0.0
x7: 0.4117836310815129", "Arm 53_0

Cosine8: 0.227 [0.224, 0.229]

Parameterization:
x0: 0.0
x1: 0.0
x2: 0.5099065581857616
x3: 0.0
x4: 0.22583989552794298
x5: 0.2298833823143616
x6: 0.0
x7: 0.40684276397341945", "Arm 54_0

Cosine8: -0.048 [-0.051, -0.046]

Parameterization:
x0: 0.0
x1: 0.0
x2: 0.33910116379950417
x3: 0.0
x4: 0.29049738259600383
x5: 0.29508137079738744
x6: 0.0
x7: 0.43292668540969803", "Arm 55_0

Cosine8: -0.141 [-0.144, -0.139]

Parameterization:
x0: 0.0
x1: 0.0
x2: 0.36853697994176626
x3: 0.0
x4: 0.32929157725198516
x5: 0.3305912275349929
x6: 0.0
x7: 0.4218865485741214", "Arm 56_0

Cosine8: 0.766 [0.764, 0.769]

Parameterization:
x0: 0.0
x1: 0.2410432566584283
x2: 0.9023325202563123
x3: 0.0
x4: 0.32575331453544276
x5: 0.2199819471641855
x6: 0.0
x7: 0.0", "Arm 57_0

Cosine8: 0.005 [0.002, 0.007]

Parameterization:
x0: 0.09529642644647643
x1: 0.0
x2: 0.3688542275885426
x3: 0.0
x4: 0.31437060930297067
x5: 0.3292619328050044
x6: 0.0
x7: 0.4411964545538657", "Arm 58_0

Cosine8: -0.264 [-0.266, -0.261]

Parameterization:
x0: 0.0
x1: 0.39473713604935673
x2: 0.4457211010404841
x3: 0.0
x4: 0.3483034575221816
x5: 0.01759917248074033
x6: 0.0
x7: 0.0", "Arm 59_0

Cosine8: -0.162 [-0.164, -0.159]

Parameterization:
x0: 0.0
x1: 0.0
x2: 0.40206558723231395
x3: 0.0
x4: 0.36481949068951475
x5: 0.3122557453419429
x6: 0.0
x7: 0.38329124869859404", "Arm 60_0

Cosine8: 1.826 [1.824, 1.829]

Parameterization:
x0: 0.09542924751306657
x1: 0.2214489071227384
x2: 0.6308006372465098
x3: 0.6098685009463232
x4: 0.5410281611667717
x5: 0.33549105014519237
x6: 0.29290961445890334
x7: 0.4859359682277295", "Arm 61_0

Cosine8: 0.137 [0.135, 0.140]

Parameterization:
x0: 0.0
x1: 0.497645221249799
x2: 0.5371345101974628
x3: 0.0
x4: 0.3820079317125931
x5: 0.0
x6: 0.0
x7: 0.0", "Arm 62_0

Cosine8: -0.087 [-0.090, -0.085]

Parameterization:
x0: 0.0
x1: 0.2746398747867092
x2: 0.48780640128500324
x3: 0.0
x4: 0.31088844406958527
x5: 0.0
x6: 0.0
x7: 0.0", "Arm 63_0

Cosine8: -0.135 [-0.138, -0.133]

Parameterization:
x0: 0.0
x1: 0.42687219941186155
x2: 0.41621934369646607
x3: 0.0
x4: 0.3598525230881851
x5: 0.12175541201533217
x6: 0.0
x7: 0.0", "Arm 64_0

Cosine8: -0.31 [-0.313, -0.308]

Parameterization:
x0: 0.0
x1: 0.37588272318449456
x2: 0.3078403458545194
x3: 0.0
x4: 0.34647563604039006
x5: 0.0
x6: 0.0
x7: 0.020484968488642185", "Arm 65_0

Cosine8: -0.242 [-0.244, -0.239]

Parameterization:
x0: 0.0
x1: 0.4088649380294594
x2: 0.34620536013383474
x3: 0.0
x4: 0.24419566655858793
x5: 0.0025898734248350533
x6: 0.0
x7: 0.0", "Arm 66_0

Cosine8: -0.301 [-0.303, -0.298]

Parameterization:
x0: 0.0
x1: 0.3459910949731243
x2: 0.37063027728082015
x3: 0.0
x4: 0.42817985556474397
x5: 0.019561520024999487
x6: 0.0
x7: 0.0", "Arm 67_0

Cosine8: -0.14 [-0.142, -0.137]

Parameterization:
x0: 0.0
x1: 0.37697538421689236
x2: 0.3495735770512108
x3: 0.16243467525677419
x4: 0.35870752110690834
x5: 0.00908393589411099
x6: 0.0
x7: 0.0", "Arm 68_0

Cosine8: -0.201 [-0.204, -0.199]

Parameterization:
x0: 0.0
x1: 0.37179916320621437
x2: 0.3512989754162584
x3: 0.0
x4: 0.35732539019923115
x5: 0.009961534922196967
x6: 0.12210974682682359
x7: 0.0", "Arm 69_0

Cosine8: -0.153 [-0.156, -0.151]

Parameterization:
x0: 0.15229623452093172
x1: 0.3769652984456237
x2: 0.3523837485028447
x3: 0.0
x4: 0.3536330132666195
x5: 0.007233731538572171
x6: 0.0
x7: 0.0", "Arm 70_0

Cosine8: 4.077 [4.074, 4.079]

Parameterization:
x0: 0.7259203568100929
x1: 0.09915152192115784
x2: 0.7407031459733844
x3: 0.7344651790335774
x4: 0.9165485752746463
x5: 0.8950798809528351
x6: 0.1964116944000125
x7: 0.8989377468824387", "Arm 71_0

Cosine8: 3.491 [3.488, 3.493]

Parameterization:
x0: 0.3673209799453616
x1: 0.9090664591640234
x2: 0.7500217966735363
x3: 0.9648973122239113
x4: 0.3362802714109421
x5: 0.099766761995852
x6: 0.23054584860801697
x7: 0.9219966325908899", "Arm 72_0

Cosine8: -0.259 [-0.261, -0.256]

Parameterization:
x0: 0.0
x1: 0.3590544073020363
x2: 0.3727158549309557
x3: 0.0
x4: 0.36155440206911255
x5: 0.025270281377462327
x6: 0.0
x7: 0.08705718126229736", "Arm 73_0

Cosine8: -0.352 [-0.354, -0.349]

Parameterization:
x0: 0.0
x1: 0.369110184376726
x2: 0.35680318280448203
x3: 0.0
x4: 0.3581205141018384
x5: 0.01186699801095937
x6: 0.0
x7: 0.0", "Arm 74_0

Cosine8: 0.35 [0.348, 0.353]

Parameterization:
x0: 0.21732576843351126
x1: 0.3521066699177027
x2: 0.14008045569062233
x3: 0.030399133451282978
x4: 0.4071232695132494
x5: 0.10140648670494556
x6: 0.009301756508648396
x7: 0.47406548261642456", "Arm 75_0

Cosine8: 1.791 [1.788, 1.793]

Parameterization:
x0: 0.35265438355195905
x1: 0.3485521370288919
x2: 0.5650318662762264
x3: 0.7593511556592619
x4: 0.6080922673044
x5: 0.24627789308729475
x6: 0.008242339414726919
x7: 0.5121578022614763", "Arm 76_0

Cosine8: -0.299 [-0.302, -0.297]

Parameterization:
x0: 0.0
x1: 0.33617481328040716
x2: 0.3414876324812652
x3: 0.0
x4: 0.34534106178493656
x5: 0.04986633892680772
x6: 0.0
x7: 0.0", "Arm 77_0

Cosine8: -0.337 [-0.339, -0.334]

Parameterization:
x0: 0.0
x1: 0.4050960517727409
x2: 0.3515934426726836
x3: 0.0
x4: 0.3721227264927927
x5: 0.0
x6: 0.0
x7: 0.0", "Arm 78_0

Cosine8: -0.149 [-0.151, -0.146]

Parameterization:
x0: 0.0
x1: 0.29393763592299826
x2: 0.2874307912841908
x3: 0.0
x4: 0.3390627585108559
x5: 0.09188831531663122
x6: 0.0
x7: 0.0", "Arm 79_0

Cosine8: 1.523 [1.520, 1.525]

Parameterization:
x0: 0.48297236301004887
x1: 0.17489272076636553
x2: 0.31315776612609625
x3: 0.05049679987132549
x4: 0.2236699489876628
x5: 0.33305199164897203
x6: 0.7896293941885233
x7: 0.5951436711475253", "Arm 80_0

Cosine8: 0.121 [0.118, 0.123]

Parameterization:
x0: 0.0
x1: 0.6368308662943095
x2: 0.0
x3: 0.0
x4: 0.1309614396074148
x5: 0.0
x6: 0.0
x7: 0.324894177098876", "Arm 81_0

Cosine8: 0.494 [0.492, 0.497]

Parameterization:
x0: 0.0
x1: 0.547247549836014
x2: 0.0
x3: 0.0
x4: 0.6686890152622617
x5: 0.0
x6: 0.0
x7: 0.2507836218827609", "Arm 82_0

Cosine8: 0.421 [0.419, 0.423]

Parameterization:
x0: 0.2775189260726577
x1: 0.7001308648844105
x2: 0.0
x3: 0.0
x4: 0.3108649106240873
x5: 0.0
x6: 0.0
x7: 0.1994163198188302", "Arm 83_0

Cosine8: 0.034 [0.031, 0.036]

Parameterization:
x0: 0.0
x1: 0.6748302785635715
x2: 0.0
x3: 0.0
x4: 0.23654122718562173
x5: 0.0
x6: 0.0
x7: 0.0", "Arm 84_0

Cosine8: -0.355 [-0.358, -0.353]

Parameterization:
x0: 0.0
x1: 0.36557066456379184
x2: 0.36644177391479654
x3: 0.0
x4: 0.35956576526310285
x5: 0.0
x6: 0.0
x7: 0.0", "Arm 85_0

Cosine8: -0.498 [-0.501, -0.496]

Parameterization:
x0: 0.0
x1: 0.48101003834148304
x2: 0.0
x3: 0.0
x4: 0.0
x5: 0.0
x6: 0.0
x7: 0.0", "Arm 86_0

Cosine8: 1.637 [1.635, 1.640]

Parameterization:
x0: 0.2242725391854891
x1: 0.44741827807148343
x2: 0.5245500600053236
x3: 0.2409752584885695
x4: 0.1719780130436078
x5: 0.40855033794361323
x6: 0.49454618615981266
x7: 0.6840221942525526", "Arm 87_0

Cosine8: -0.006 [-0.009, -0.004]

Parameterization:
x0: 0.0
x1: 0.7120331071989363
x2: 0.15916877798866277
x3: 0.0
x4: 0.0
x5: 0.0
x6: 0.0
x7: 0.0", "Arm 88_0

Cosine8: -0.652 [-0.654, -0.650]

Parameterization:
x0: 0.0
x1: 0.3724290448767906
x2: 0.0
x3: 0.0
x4: 0.0
x5: 0.0
x6: 0.0
x7: 0.0", "Arm 89_0

Cosine8: 0.679 [0.677, 0.682]

Parameterization:
x0: 0.4921797794523535
x1: 0.25884149964970954
x2: 0.12882650158438905
x3: 0.5388499169349491
x4: 0.03352701065570192
x5: 0.08929023842253386
x6: 0.06338303731248701
x7: 0.337396866633722", "Arm 90_0

Cosine8: -0.2 [-0.202, -0.197]

Parameterization:
x0: 0.0
x1: 0.5027833669650933
x2: 0.0
x3: 0.22392147621724057
x4: 0.0
x5: 0.0
x6: 0.0
x7: 0.0", "Arm 91_0

Cosine8: -0.568 [-0.570, -0.565]

Parameterization:
x0: 0.0
x1: 0.25142965233820674
x2: 0.0
x3: 0.0
x4: 0.0
x5: 0.0
x6: 0.0
x7: 0.0", "Arm 92_0

Cosine8: 0.257 [0.254, 0.259]

Parameterization:
x0: 0.19528316576017862
x1: 0.048538822116452454
x2: 0.08427942231899305
x3: 0.3831213537846787
x4: 0.14956414530625448
x5: 0.16033952034235494
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Cosine8: 0.502 [0.500, 0.504]

Parameterization:
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Cosine8: 3.641 [3.638, 3.643]

Parameterization:
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x2: 0.8577874172478914
x3: 0.631585574708879
x4: 0.15630829893052578
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Cosine8: 3.158 [3.155, 3.160]

Parameterization:
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Cosine8: 1.803 [1.801, 1.806]

Parameterization:
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Cosine8: 2.427 [2.424, 2.429]

Parameterization:
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Cosine8: 3.771 [3.768, 3.773]

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Cosine8: 3.341 [3.339, 3.344]

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