[points] 21 diem: [9, 17, 84, 107, 160, 173, 214, 237, 247, 307, 315, 322, 370, 374, 392, 394, 404, 410, 439, 457, 480] [exp3] N = 20 thanh vien/diem (bagged), target = Sev_obs, p1 = 0.30, p2 = 0.50 [data] train 1607418 hang, valid 401856 hang, base rate 0.1066 [point 394] 76544 hang train, cong giu 0.002, 325s [point 410] 76544 hang train, cong giu 0.004, 342s [point 457] 76543 hang train, cong giu 0.006, 346s [point 439] 76544 hang train, cong giu 0.005, 360s [point 17] 76544 hang train, cong giu 0.005, 368s [point 392] 76544 hang train, cong giu 0.003, 374s [point 214] 76543 hang train, cong giu 0.008, 376s [point 374] 76544 hang train, cong giu 0.007, 377s [point 370] 76544 hang train, cong giu 0.005, 378s [point 322] 76543 hang train, cong giu 0.017, 383s [point 9] 76543 hang train, cong giu 0.002, 392s [point 173] 76543 hang train, cong giu 0.002, 395s [point 160] 76544 hang train, cong giu 0.009, 397s [point 307] 76544 hang train, cong giu 0.007, 404s [point 107] 76544 hang train, cong giu 0.025, 406s [point 237] 76544 hang train, cong giu 0.011, 410s [point 247] 76544 hang train, cong giu 0.017, 412s [point 315] 76543 hang train, cong giu 0.032, 413s [point 404] 76544 hang train, cong giu 0.009, 420s [point 84] 76544 hang train, cong giu 0.003, 434s [point 480] 76544 hang train, cong giu 0.006, 270s === stage1_vote === W4 tro di base_rate POD POFD FAR FBI CSI ETS AUC W4plus_fbi1 0.096 1.000 1.000 0.904 10.378 0.096 0.000 0.532 === stage1_mean === W4 tro di base_rate POD POFD FAR FBI CSI ETS AUC W4plus_fbi1 0.096 0.201 0.094 0.815 1.084 0.107 0.054 0.610 === pooled_ensemble === W4 tro di base_rate POD POFD FAR FBI CSI ETS AUC W4plus_fbi1 0.096 0.245 0.090 0.774 1.084 0.133 0.081 0.661 [done] -> /home/tanpv/Progs/claude/HW/outputs/AI_Results/exp3_bagged.json [points] 21 diem: [9, 17, 84, 107, 160, 173, 214, 237, 247, 307, 315, 322, 370, 374, 392, 394, 404, 410, 439, 457, 480] [exp3] N = 20 thanh vien/diem (quantile), target = Sev_obs, p1 = 0.30, p2 = 0.50 [data] train 1607418 hang, valid 401856 hang, base rate 0.1066 [point 394] 76544 hang train, cong giu 0.019, 528s [point 439] 76544 hang train, cong giu 0.024, 533s [point 392] 76544 hang train, cong giu 0.024, 537s [point 410] 76544 hang train, cong giu 0.024, 537s [point 370] 76544 hang train, cong giu 0.024, 539s [point 457] 76543 hang train, cong giu 0.025, 544s [point 307] 76544 hang train, cong giu 0.029, 547s [point 214] 76543 hang train, cong giu 0.028, 552s [point 404] 76544 hang train, cong giu 0.032, 552s [point 374] 76544 hang train, cong giu 0.034, 553s [point 173] 76543 hang train, cong giu 0.025, 554s [point 160] 76544 hang train, cong giu 0.046, 569s [point 84] 76544 hang train, cong giu 0.037, 570s [point 9] 76543 hang train, cong giu 0.042, 582s [point 17] 76544 hang train, cong giu 0.054, 583s [point 237] 76544 hang train, cong giu 0.059, 584s [point 322] 76543 hang train, cong giu 0.093, 601s [point 107] 76544 hang train, cong giu 0.098, 604s [point 247] 76544 hang train, cong giu 0.113, 614s [point 315] 76543 hang train, cong giu 0.142, 621s [point 480] 76544 hang train, cong giu 0.025, 407s [cong tang 1] giu 5.3% so hang, giu 25.4% so su kien === exp3_literal === W4 tro di base_rate POD POFD FAR FBI CSI ETS AUC W4plus_fbi1 0.096 1.000 1.000 0.904 10.378 0.096 0.000 0.550 W4plus_exp3thr 0.096 0.021 0.002 0.476 0.040 0.021 0.017 0.550 === exp3_soft === W4 tro di base_rate POD POFD FAR FBI CSI ETS AUC W4plus_fbi1 0.096 1.000 1.000 0.904 10.378 0.096 0.000 0.644 === stage1_vote === W4 tro di base_rate POD POFD FAR FBI CSI ETS AUC W4plus_fbi1 0.096 0.411 0.199 0.820 2.277 0.143 0.072 0.657 === stage1_mean === W4 tro di base_rate POD POFD FAR FBI CSI ETS AUC W4plus_fbi1 0.096 0.195 0.094 0.819 1.078 0.104 0.051 0.606 === exp3_mean === W4 tro di base_rate POD POFD FAR FBI CSI ETS AUC W4plus_fbi1 0.096 1.000 1.000 0.904 10.378 0.096 0.000 0.550 === pooled_ensemble === W4 tro di base_rate POD POFD FAR FBI CSI ETS AUC W4plus_fbi1 0.096 0.245 0.090 0.774 1.084 0.133 0.081 0.661 [done] -> /home/tanpv/Progs/claude/HW/outputs/AI_Results/exp3_quantile.json === done ===