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Reg_diff_IS_RIS.txt
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Reg_diff_IS_RIS.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_IS.pkl - Reg_ASP_RIS.pkl
pi_l = 0
[0. 0. 0. 0. 0. 0. 0. 0. 0. 0.] [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.] [0.0007 0.001 0.0007 0.0001 0.0001 0. 0. 0. 0.0001 0. ] [0.0018 0.003 0.0031 0.0017 0.0005 0.0002 0.0001 0.0001 0.0003 0.0004] [0.0027 0.0049 0.0064 0.0059 0.0034 0.0013 0.0005 0.0006 0.0009 0.0016] [0.0021 0.0037 0.0057 0.007 0.0064 0.0042 0.002 0.0014 0.0019 0.0036] [0.0143 0.0177 0.0235 0.0298 0.0333 0.0326 0.0281 0.0261 0.0331 0.0482] [0.0626 0.0677 0.0766 0.0867 0.0944 0.098 0.0967 0.0935 0.0995 0.1186] [0.1202 0.1251 0.1338 0.1446 0.1545 0.1621 0.1672 0.173 0.1854 0.2012] [0.1898 0.194 0.2019 0.212 0.2222 0.2313 0.24 0.2513 0.2724 0.2934] [0.2922 0.2956 0.3019 0.31 0.3182 0.3254 0.3323 0.3417 0.3568 0.3585]
pi_l = 1
[0.6399 0.6236 0.6085 0.6025 0.6058 0.6179 0.6416 0.686 0.7684 0.8722] [0. 0. 0.0001 0. 0. 0. 0. 0. 0. 0. ] [0.0453 0.0442 0.0369 0.0282 0.0221 0.0182 0.0159 0.0152 0.0169 0.0208] [0.0308 0.0352 0.0364 0.0325 0.0271 0.0234 0.0216 0.0224 0.0277 0.0387] [0.0171 0.0199 0.0226 0.0235 0.0222 0.0202 0.0195 0.0213 0.0279 0.0424] [0.0093 0.0104 0.0119 0.0133 0.0143 0.0145 0.0148 0.0168 0.0234 0.038 ] [0.121 0.1208 0.121 0.1226 0.127 0.1366 0.1532 0.1815 0.2335 0.3111] [0.3779 0.3765 0.3744 0.3732 0.3759 0.3876 0.416 0.4717 0.5693 0.7045] [0.593 0.5914 0.5887 0.5864 0.5876 0.5967 0.6231 0.6869 0.8147 0.9926] [0.818 0.8164 0.8133 0.8105 0.8108 0.8187 0.8431 0.9056 1.0456 1.259 ] [1.1388 1.1364 1.1323 1.1281 1.1275 1.1358 1.1633 1.2347 1.3901 1.6124]
pi_l = 2
[0.6594 0.6403 0.6225 0.6156 0.619 0.6316 0.6555 0.6999 0.7809 0.8801] [0.0004 0.0007 0.0011 0.0016 0.002 0.0026 0.003 0.0035 0.004 0.0044] [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.] [0.0377 0.043 0.0454 0.0405 0.0328 0.0269 0.0233 0.0222 0.0247 0.0316] [0.0199 0.0233 0.0266 0.0279 0.0261 0.0231 0.0216 0.0226 0.0286 0.042 ] [0.0101 0.0112 0.013 0.0146 0.0156 0.0156 0.0157 0.0176 0.024 0.0386] [0.1263 0.126 0.1259 0.1273 0.1316 0.1411 0.1575 0.1855 0.2371 0.3138] [0.3885 0.387 0.3845 0.3827 0.385 0.3962 0.4242 0.4793 0.5761 0.7093] [0.6059 0.604 0.601 0.5982 0.5988 0.6073 0.6332 0.6964 0.8232 0.999 ] [0.8326 0.8307 0.8273 0.824 0.8237 0.8311 0.8549 0.9167 1.0556 1.2666] [1.1563 1.1538 1.1492 1.1444 1.1431 1.1507 1.1774 1.2478 1.4014 1.6206]
pi_l = 3
[0.6983 0.6737 0.649 0.6393 0.6433 0.6576 0.683 0.7278 0.8063 0.8939] [0.0016 0.001 0.0016 0.003 0.0048 0.0064 0.008 0.0097 0.0115 0.0128] [0.0005 0.0005 0.001 0.002 0.0032 0.0044 0.0055 0.0068 0.0079 0.0089] [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.] [0.0288 0.0331 0.038 0.0401 0.0367 0.031 0.0268 0.0256 0.0289 0.0384] [0.0122 0.0137 0.016 0.018 0.0191 0.0188 0.0182 0.0195 0.0255 0.0397] [0.1391 0.1386 0.1379 0.1385 0.1425 0.1517 0.1676 0.1948 0.2453 0.3196] [0.4134 0.4115 0.4078 0.4047 0.4057 0.4159 0.4431 0.4969 0.5913 0.7201] [0.635 0.6329 0.629 0.6249 0.6241 0.6314 0.6562 0.7181 0.8424 1.0129] [0.8651 0.863 0.8588 0.8543 0.8527 0.8587 0.8811 0.9414 1.0779 1.2836] [1.1953 1.1924 1.187 1.1808 1.1779 1.1837 1.2088 1.2767 1.4263 1.6387]
pi_l = 4
[0.7531 0.7137 0.6738 0.6572 0.6622 0.6816 0.7124 0.7602 0.8349 0.8984] [0.0017 0.0029 0.0023 0.0034 0.0064 0.01 0.0139 0.0177 0.0217 0.0248] [0.0014 0.0018 0.0017 0.0028 0.0055 0.0086 0.012 0.0152 0.0188 0.0216] [0.0009 0.0007 0.0008 0.0016 0.0034 0.0056 0.0078 0.0099 0.0123 0.0143] [0. 0.0001 0.0001 0. 0. 0. 0. 0. 0. 0. ] [0.0187 0.0213 0.0245 0.0274 0.0287 0.0272 0.0245 0.0241 0.0284 0.0407] [0.1676 0.1662 0.164 0.1628 0.1655 0.1741 0.1886 0.2137 0.2615 0.3299] [0.4625 0.4597 0.4543 0.4481 0.4461 0.4543 0.4796 0.5306 0.6201 0.7397] [0.6902 0.6875 0.682 0.6754 0.6717 0.6766 0.6991 0.7586 0.8778 1.0384] [0.9255 0.9228 0.9174 0.9106 0.9063 0.9096 0.9296 0.987 1.1186 1.3145] [1.2667 1.2633 1.2565 1.2478 1.2417 1.2444 1.2661 1.3299 1.4722 1.6714]
pi_l = 5
[0.8217 0.8257 0.7482 0.6982 0.6883 0.707 0.7441 0.7968 0.8655 0.8922] [0.0019 0.0033 0.0065 0.006 0.0075 0.0125 0.0191 0.0262 0.0338 0.0401] [0.0018 0.0029 0.0053 0.0053 0.0068 0.0114 0.0177 0.0244 0.0316 0.0376] [0.0016 0.0023 0.0033 0.0036 0.0053 0.0093 0.0147 0.0205 0.0267 0.0322] [0.0013 0.0015 0.0013 0.0015 0.0029 0.0057 0.0095 0.0133 0.0175 0.0214] [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.] [0.2507 0.2458 0.2365 0.2278 0.2259 0.2328 0.2439 0.2623 0.2993 0.3454] [0.5707 0.5656 0.555 0.5415 0.5324 0.5357 0.558 0.6033 0.6808 0.7759] [0.801 0.7968 0.788 0.7761 0.766 0.7655 0.7841 0.8387 0.9475 1.086 ] [1.041 1.0372 1.0293 1.0183 1.0082 1.0061 1.0215 1.0739 1.196 1.3728] [1.4007 1.3962 1.3867 1.3733 1.361 1.3577 1.3739 1.4306 1.5596 1.7317]
pi_l = 6
[0.1027 0.1871 0.3088 0.2096 0.182 0.1973 0.2386 0.2838 0.3093 0.2912] [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. 0.] [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.] [0. 0. 0. 0. 0. 0. 0.0001 0. 0. 0.0001] [0.2686 0.243 0.219 0.2123 0.2249 0.2524 0.2823 0.2905 0.2682 0.2233] [0.3744 0.3657 0.3508 0.3404 0.3429 0.3606 0.3911 0.4261 0.4501 0.4246] [0.479 0.473 0.4614 0.4511 0.4498 0.4619 0.4889 0.5297 0.5845 0.6035] [0.6746 0.6622 0.6411 0.6231 0.6178 0.6303 0.6618 0.7077 0.7525 0.711 ]
pi_l = 7
[0.0147 0.0271 0.0618 0.0525 0.0382 0.0385 0.0546 0.0825 0.1068 0.114 ] [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. 0.] [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.] [0.0022 0.0041 0.0061 0.0065 0.0056 0.0038 0.0018 0.0006 0.0003 0.0005] [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.] [0.1525 0.1279 0.1105 0.1078 0.1174 0.1366 0.1628 0.1823 0.1721 0.1354] [0.2812 0.2514 0.2246 0.2133 0.2188 0.2393 0.2727 0.3077 0.3118 0.2564] [0.3643 0.3327 0.3022 0.2859 0.2874 0.3058 0.3399 0.3812 0.3998 0.3625]
pi_l = 8
[0.0025 0.0043 0.0086 0.0104 0.0082 0.0069 0.008 0.0155 0.0297 0.0411] [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. 0.] [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.] [0.0016 0.003 0.0048 0.0057 0.0055 0.0043 0.0023 0.0009 0.0005 0.0006] [0.0031 0.0057 0.0075 0.0075 0.0065 0.005 0.0032 0.0015 0.0005 0.0003] [0. 0. 0. 0. 0.0001 0. 0. 0. 0. 0. ] [0.0997 0.0782 0.0641 0.0612 0.066 0.0765 0.0927 0.1136 0.1286 0.1212] [0.1776 0.1499 0.1261 0.1158 0.1174 0.1283 0.1482 0.177 0.2056 0.2128]
pi_l = 9
[0.0003 0.0006 0.001 0.0012 0.0012 0.0011 0.0011 0.0017 0.0049 0.0101] [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. 0.] [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.] [0.0013 0.0024 0.0039 0.0048 0.0047 0.0039 0.0022 0.0009 0.0006 0.0007] [0.0024 0.0046 0.007 0.0079 0.0075 0.0062 0.0043 0.0021 0.0008 0.0005] [0.0027 0.0047 0.0058 0.0055 0.0048 0.0039 0.003 0.002 0.0009 0.0003] [0. 0.0001 0. 0. 0. 0. 0. 0. 0. 0. ] [0.0587 0.0418 0.032 0.0295 0.0313 0.0359 0.0433 0.0547 0.0704 0.0845]
pi_l = 10
[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. 0.] [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.] [0. 0. 0. 0. 0. 0. 0. 0. 0. 0.] [0.001 0.002 0.0031 0.0039 0.004 0.0032 0.0019 0.0007 0.0004 0.0006] [0.0019 0.0038 0.0058 0.0069 0.0068 0.0057 0.0041 0.002 0.0008 0.0005] [0.0023 0.0042 0.0058 0.0061 0.0056 0.0047 0.0037 0.0025 0.0013 0.0004] [0.0018 0.0029 0.0031 0.003 0.0025 0.0021 0.0018 0.0014 0.001 0.0005] [0. 0. 0. 0. 0. 0. 0. 0.0001 0. 0. ]
max: 1.7317 mean: 0.2169109090909091 min: 0.0