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Reg_diff_MMR_IS.txt
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Reg_diff_MMR_IS.txt
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Turn process_data to True to be able to run the data_processing main function (debuging, ignore this)
regret value of Reg_ASP_MMR.pkl - Reg_ASP_IS.pkl
pi_l = 0
[ 0.1043 -0.0228 -0.1307 -0.1987 -0.2351 -0.2465 -0.235 -0.1993 -0.1395
-0.0773] [-0.1921 -0.1924 -0.1384 -0.0591 0.0253 0.1081 0.179 0.2272 0.2519
0.2609] [-0.1838 -0.2098 -0.1842 -0.1019 -0.0088 0.082 0.1608 0.2165 0.2467
0.2588] [-0.1672 -0.2112 -0.2354 -0.1848 -0.0789 0.0297 0.1258 0.1987 0.2425
0.2622] [-0.1523 -0.2047 -0.2586 -0.2725 -0.1958 -0.0587 0.0718 0.1775 0.2481
0.2838] [-0.1822 -0.217 -0.2713 -0.3198 -0.3223 -0.2096 -0.0233 0.1395 0.2558
0.3195] [-0.1757 -0.1913 -0.2287 -0.2838 -0.3307 -0.332 -0.218 -0.0315 0.1241
0.218 ] [-0.1768 -0.1878 -0.2149 -0.2601 -0.3122 -0.3497 -0.3426 -0.2414 -0.0847
0.0302] [-0.2133 -0.2208 -0.2405 -0.2772 -0.3258 -0.3703 -0.3912 -0.3626 -0.2465
-0.1108] [-0.2597 -0.2651 -0.2806 -0.3114 -0.3552 -0.4001 -0.43 -0.4277 -0.3658
-0.2454] [-0.3003 -0.305 -0.3194 -0.3491 -0.3925 -0.4389 -0.4738 -0.4828 -0.4415
-0.3443]
pi_l = 1
[-0.8585 -0.8359 -0.8251 -0.8343 -0.8528 -0.8676 -0.8727 -0.8673 -0.8383
-0.7521] [ 0.0255 -0.1343 -0.2324 -0.2568 -0.2328 -0.1774 -0.1006 -0.0104 0.079
0.1429] [-0.0212 -0.1477 -0.2421 -0.2669 -0.2412 -0.1828 -0.1021 -0.0075 0.086
0.1528] [-0.0843 -0.166 -0.2531 -0.2959 -0.271 -0.205 -0.1144 -0.0091 0.0946
0.1688] [-0.1896 -0.2263 -0.282 -0.3329 -0.3299 -0.2556 -0.1455 -0.0183 0.106
0.1949] [-0.3098 -0.3179 -0.3451 -0.3877 -0.4147 -0.3649 -0.2235 -0.0491 0.1194
0.2401] [-0.5082 -0.5078 -0.5146 -0.5379 -0.5726 -0.5885 -0.5287 -0.381 -0.2066
-0.0685] [-0.8154 -0.8125 -0.8112 -0.8198 -0.8419 -0.8682 -0.8769 -0.8262 -0.6942
-0.5369] [-1.0739 -1.0707 -1.0673 -1.0703 -1.0852 -1.1088 -1.1302 -1.1357 -1.0707
-0.8957] [-1.3194 -1.3161 -1.312 -1.3128 -1.3244 -1.3458 -1.3693 -1.3914 -1.3934
-1.253 ] [-1.5902 -1.5863 -1.5811 -1.5805 -1.5908 -1.6122 -1.6394 -1.6734 -1.699
-1.5867]
pi_l = 2
[-0.8689 -0.8423 -0.8254 -0.8311 -0.8493 -0.8653 -0.8721 -0.869 -0.8435
-0.7599] [ 0.0728 -0.1003 -0.193 -0.2229 -0.2067 -0.1587 -0.0926 -0.0202 0.0495
0.1005] [ 0.049 -0.1102 -0.2229 -0.2571 -0.2378 -0.1838 -0.1067 -0.015 0.0764
0.1419] [-0.0383 -0.1375 -0.234 -0.2836 -0.265 -0.204 -0.1175 -0.0155 0.0858
0.1583] [-0.1625 -0.2041 -0.263 -0.3182 -0.3213 -0.2529 -0.1475 -0.0242 0.0972
0.1842] [-0.2947 -0.3021 -0.3288 -0.3721 -0.4021 -0.3579 -0.2228 -0.0537 0.1109
0.229 ] [-0.4956 -0.4946 -0.5001 -0.523 -0.5595 -0.5787 -0.5244 -0.3831 -0.2142
-0.0796] [-0.8113 -0.8077 -0.8052 -0.8122 -0.8336 -0.8608 -0.8721 -0.8262 -0.7003
-0.5471] [-1.0715 -1.0677 -1.0633 -1.0649 -1.079 -1.1029 -1.1259 -1.1344 -1.075
-0.905 ] [-1.3187 -1.3149 -1.3099 -1.3094 -1.3201 -1.3415 -1.3661 -1.3903 -1.3965
-1.2611] [-1.5923 -1.5879 -1.5818 -1.5798 -1.5892 -1.6105 -1.6386 -1.6742 -1.7031
-1.5949]
pi_l = 3
[-0.8781 -0.8521 -0.827 -0.8255 -0.8421 -0.8605 -0.8708 -0.8725 -0.8539
-0.7756] [ 0.104 -0.0276 -0.1022 -0.1315 -0.13 -0.1047 -0.0718 -0.0384 -0.0039
0.0264] [ 0.0904 -0.0558 -0.1501 -0.178 -0.172 -0.137 -0.0867 -0.0321 0.0224
0.065 ] [ 0.0758 -0.073 -0.198 -0.255 -0.2475 -0.1979 -0.1205 -0.0256 0.07
0.1392] [-0.0729 -0.1397 -0.2169 -0.285 -0.3019 -0.2464 -0.1513 -0.0364 0.0787
0.1618] [-0.2531 -0.2632 -0.2922 -0.338 -0.3749 -0.343 -0.221 -0.0631 0.093
0.2059] [-0.4768 -0.4747 -0.4779 -0.4981 -0.5342 -0.5584 -0.5149 -0.3871 -0.2304
-0.1032] [-0.8037 -0.799 -0.7937 -0.7972 -0.8166 -0.8454 -0.8623 -0.8263 -0.7131
-0.5689] [-1.0672 -1.0626 -1.056 -1.0544 -1.0663 -1.0909 -1.1172 -1.132 -1.084
-0.9242] [-1.3175 -1.3131 -1.3061 -1.3028 -1.3114 -1.3331 -1.3598 -1.3883 -1.4033
-1.278 ] [-1.5973 -1.5921 -1.5841 -1.5791 -1.5861 -1.6071 -1.6367 -1.6755 -1.7114
-1.6118]
pi_l = 4
[-0.8672 -0.8641 -0.839 -0.8282 -0.8363 -0.8536 -0.8686 -0.8778 -0.8702
-0.801 ] [-0.0075 0.037 0.0334 0.0116 -0.0041 -0.0113 -0.0141 -0.0154 -0.0158
-0.0146] [ 0.023 0.0027 -0.0236 -0.0384 -0.0468 -0.0457 -0.0399 -0.0339 -0.0284
-0.0222] [ 0.0861 -0.0074 -0.0991 -0.1303 -0.1275 -0.1079 -0.0766 -0.0416 -0.0051
0.0268] [ 0.1088 -0.0251 -0.1533 -0.2375 -0.2591 -0.2214 -0.1454 -0.0457 0.0577
0.1336] [-0.1359 -0.1633 -0.2116 -0.2733 -0.3258 -0.3162 -0.2172 -0.0783 0.0636
0.1678] [-0.4422 -0.4389 -0.4404 -0.4576 -0.4927 -0.5246 -0.4993 -0.3943 -0.2575
-0.1424] [-0.7923 -0.7858 -0.7769 -0.7742 -0.7891 -0.8203 -0.846 -0.8262 -0.734
-0.6045] [-1.0672 -1.0613 -1.0517 -1.0449 -1.0512 -1.0739 -1.1035 -1.1278 -1.0982
-0.9557] [-1.3253 -1.3199 -1.3108 -1.303 -1.3056 -1.3232 -1.3509 -1.3854 -1.414
-1.3058] [-1.6146 -1.6086 -1.5983 -1.5886 -1.5893 -1.6058 -1.6353 -1.6784 -1.7252
-1.6398]
pi_l = 5
[-0.8002 -0.8251 -0.7991 -0.7917 -0.805 -0.8268 -0.8506 -0.8748 -0.8858
-0.8269] [-0.2409 -0.0368 0.2233 0.269 0.2435 0.2122 0.1902 0.1822 0.1872
0.1963] [-0.1823 -0.0592 0.148 0.2026 0.1829 0.154 0.1314 0.1203 0.1208
0.1268] [-0.0868 -0.0274 0.0622 0.0993 0.0907 0.0709 0.0532 0.0413 0.0362
0.0364] [ 0.0458 0.0395 -0.001 -0.037 -0.0461 -0.043 -0.0379 -0.0316 -0.0254
-0.0186] [ 0.1639 0.0567 -0.0708 -0.1823 -0.252 -0.2541 -0.1888 -0.0835 0.0334
0.1222] [-0.3642 -0.3606 -0.3636 -0.3839 -0.424 -0.47 -0.4742 -0.4055 -0.2997
-0.2032] [-0.801 -0.7895 -0.7726 -0.7603 -0.7645 -0.7897 -0.8229 -0.8256 -0.7652
-0.6583] [-1.0851 -1.0764 -1.0615 -1.0463 -1.0411 -1.0548 -1.0859 -1.123 -1.1213
-1.0051] [-1.347 -1.3398 -1.3268 -1.3121 -1.3044 -1.3132 -1.3406 -1.3833 -1.4317
-1.3498] [-1.6509 -1.6431 -1.6289 -1.6123 -1.6023 -1.6092 -1.6367 -1.6853 -1.7475
-1.6839]
pi_l = 6
[-0.4006 -0.1359 0.0961 0.1137 0.0716 0.0247 -0.0164 -0.0399 -0.034
-0.0082] [-0.8286 -0.1813 0.5383 0.8153 0.8679 0.8564 0.8442 0.8493 0.8673
0.8844] [-0.6805 -0.2148 0.3828 0.6577 0.7192 0.7109 0.6983 0.7013 0.7177
0.7341] [-0.5192 -0.1928 0.2317 0.4708 0.5474 0.5474 0.5368 0.5389 0.554
0.5701] [-0.3325 -0.1323 0.1133 0.2533 0.328 0.3438 0.341 0.346 0.3617
0.3782] [-0.0724 -0.0256 0.0073 0.005 0.0122 0.0468 0.0828 0.1135 0.1402
0.16 ] [ 0.2291 0.158 0.0431 -0.0828 -0.1888 -0.2541 -0.252 -0.1829 -0.0815
0.0047] [-0.1568 -0.1726 -0.1993 -0.2369 -0.2877 -0.3462 -0.3965 -0.401 -0.3262
-0.2234] [-0.3852 -0.3893 -0.39 -0.3945 -0.4128 -0.4475 -0.4928 -0.529 -0.5047
-0.3889] [-0.5263 -0.5278 -0.5238 -0.5204 -0.5282 -0.5523 -0.5909 -0.6316 -0.6508
-0.5611] [-0.6513 -0.6522 -0.6459 -0.6391 -0.6427 -0.6634 -0.7012 -0.7473 -0.7813
-0.711 ]
pi_l = 7
[-0.3272 -0.0334 0.2835 0.3306 0.2867 0.2402 0.2014 0.173 0.1629
0.1661] [-0.8703 -0.287 0.4033 0.7188 0.8476 0.901 0.9183 0.9256 0.9373
0.949 ] [-0.7393 -0.3291 0.2447 0.562 0.7026 0.7621 0.7815 0.7884 0.799
0.8098] [-0.5923 -0.315 0.0865 0.3667 0.5253 0.599 0.6251 0.6336 0.6436
0.6539] [-0.424 -0.2648 -0.0376 0.1429 0.2972 0.3985 0.4436 0.4596 0.4703
0.4803] [-0.2109 -0.1811 -0.1391 -0.095 -0.0196 0.0981 0.1898 0.234 0.2562
0.2692] [ 0.0487 0.028 -0.0179 -0.0802 -0.1315 -0.138 -0.0772 -0.0034 0.0529
0.0873] [ 0.2312 0.1672 0.0669 -0.0448 -0.1453 -0.2214 -0.2591 -0.2379 -0.1624
-0.0819] [ 0.0394 0.0121 -0.0424 -0.1153 -0.1941 -0.2677 -0.3245 -0.3563 -0.3238
-0.2242] [-0.1117 -0.1287 -0.1604 -0.2053 -0.2612 -0.3231 -0.3794 -0.4227 -0.4355
-0.3552] [-0.2028 -0.2174 -0.2437 -0.2814 -0.331 -0.3887 -0.4444 -0.4931 -0.5197
-0.4579]
pi_l = 8
[-0.3348 -0.0588 0.2691 0.3726 0.3568 0.3239 0.2959 0.2729 0.2573
0.2496] [-0.9004 -0.3531 0.3231 0.6585 0.8158 0.9006 0.9463 0.9683 0.9799
0.9881] [-0.7796 -0.399 0.1632 0.502 0.6731 0.7658 0.8154 0.8385 0.8495
0.8568] [-0.6409 -0.3879 0.0016 0.3014 0.4924 0.6031 0.6635 0.6911 0.7023
0.7093] [-0.4846 -0.3436 -0.1257 0.0707 0.2559 0.3982 0.4827 0.5225 0.5369
0.5438] [-0.2938 -0.2692 -0.2258 -0.1674 -0.0664 0.0918 0.2322 0.3104 0.3409
0.3515] [-0.0624 -0.0777 -0.1071 -0.1412 -0.1581 -0.1235 -0.0151 0.0864 0.1372
0.1549] [ 0.1252 0.0998 0.0437 -0.0335 -0.1074 -0.1586 -0.1655 -0.1138 -0.0468
-0.0004] [ 0.2321 0.1716 0.0788 -0.0248 -0.1204 -0.1979 -0.2476 -0.2553 -0.2053
-0.1297] [ 0.1213 0.0868 0.018 -0.0706 -0.1597 -0.2376 -0.296 -0.3272 -0.3207
-0.2553] [ 0.033 0.0054 -0.0511 -0.1284 -0.2104 -0.2854 -0.3452 -0.3833 -0.391
-0.3423]
pi_l = 9
[-0.3494 -0.0889 0.2298 0.3585 0.3716 0.3562 0.3416 0.3313 0.3218
0.3112] [-0.9199 -0.3924 0.2763 0.6225 0.7938 0.8928 0.9526 0.9868 1.0052
1.0137] [-0.805 -0.4403 0.1157 0.4663 0.6523 0.7601 0.8248 0.861 0.8793
0.8874] [-0.6712 -0.4309 -0.0481 0.2621 0.4693 0.5971 0.6747 0.7173 0.7373
0.7451] [-0.5214 -0.3893 -0.1764 0.0275 0.2275 0.3877 0.4904 0.5474 0.573
0.5822] [-0.343 -0.3208 -0.2771 -0.2127 -0.1001 0.076 0.2401 0.3424 0.3897
0.405 ] [-0.1283 -0.1419 -0.1657 -0.1894 -0.1919 -0.139 -0.0052 0.1263 0.1968
0.2177] [ 0.0465 0.0279 -0.0116 -0.0665 -0.1191 -0.15 -0.1348 -0.0595 0.0189
0.0583] [ 0.1644 0.1336 0.0693 -0.0146 -0.0961 -0.1612 -0.197 -0.1859 -0.1191
-0.0499] [ 0.2322 0.1735 0.0847 -0.0144 -0.1068 -0.1839 -0.2377 -0.2574 -0.2285
-0.1642] [ 0.1621 0.1215 0.0459 -0.0464 -0.1364 -0.2145 -0.273 -0.3026 -0.2902
-0.2425]
pi_l = 10
[-0.3592 -0.1069 0.2053 0.3412 0.3679 0.3629 0.3565 0.3547 0.3542
0.3503] [-0.9292 -0.4108 0.2543 0.6055 0.7828 0.8877 0.9529 0.9919 1.0137
1.0246] [-0.8172 -0.4595 0.0936 0.4497 0.6421 0.7562 0.8269 0.8681 0.8902
0.9008] [-0.6857 -0.451 -0.0711 0.2438 0.4578 0.5924 0.6763 0.7244 0.7485
0.7593] [-0.5387 -0.4104 -0.1999 0.0073 0.2135 0.3811 0.4911 0.5547 0.5857
0.5983] [-0.3662 -0.3448 -0.3012 -0.2342 -0.1168 0.0668 0.2403 0.3519 0.4068
0.4272] [-0.1596 -0.1726 -0.1944 -0.2141 -0.2113 -0.1517 -0.0087 0.1349 0.2183
0.249 ] [ 0.0069 -0.01 -0.0444 -0.0912 -0.1351 -0.1572 -0.1322 -0.0447 0.047
0.0971] [ 0.1153 0.0914 0.0402 -0.0305 -0.1016 -0.1582 -0.1857 -0.1642 -0.0837
-0.0035] [ 0.1935 0.1551 0.082 -0.0077 -0.0937 -0.1653 -0.2136 -0.2259 -0.1875
-0.115 ] [ 0.2322 0.1743 0.0872 -0.0097 -0.1006 -0.1774 -0.2328 -0.257 -0.2371
-0.1835]
max: 1.0246 mean: -0.24413669421487608 min: -1.7475