48 KiB
rcv1_CCAT
train: [0.09996662 0.90003338]
validation: [0.09996662 0.90003338]
evaluate_bin_sld: 260.939s
evaluate_bin_sld_nbvs: 281.252s
evaluate_bin_sld_bcts: 257.632s
evaluate_bin_sld_ts: 279.822s
evaluate_bin_sld_vs: 257.127s
evaluate_bin_cc: 251.271s
reference: 47.963s
atc_mc: 51.553s
atc_ne: 51.146s
tot: 286.668s
bin_SLD | bin_SLD_nbvs | bin_SLD_bcts | bin_SLD_ts | bin_SLD_vs | bin_CC | atc_mc | atc_ne | |
---|---|---|---|---|---|---|---|---|
(1.0, 0.0) | 0.0000 | 0.0001 | 0.0000 | 0.0001 | 0.0000 | 0.6000 | 0.4745 | 0.4745 |
(0.95, 0.05) | 0.1094 | 0.0877 | 0.0719 | 0.0877 | 0.0719 | 0.5213 | 0.4016 | 0.4016 |
(0.9, 0.1) | 0.1807 | 0.0886 | 0.0683 | 0.0886 | 0.0683 | 0.4553 | 0.3432 | 0.3432 |
(0.85, 0.15) | 0.1695 | 0.0831 | 0.0607 | 0.0831 | 0.0607 | 0.3958 | 0.2909 | 0.2909 |
(0.8, 0.2) | 0.1458 | 0.0738 | 0.0505 | 0.0738 | 0.0505 | 0.3459 | 0.2470 | 0.2470 |
(0.75, 0.25) | 0.1307 | 0.0709 | 0.0476 | 0.0709 | 0.0476 | 0.3001 | 0.2076 | 0.2076 |
(0.7, 0.3) | 0.1112 | 0.0621 | 0.0399 | 0.0621 | 0.0399 | 0.2611 | 0.1759 | 0.1759 |
(0.65, 0.35) | 0.0955 | 0.0562 | 0.0351 | 0.0562 | 0.0351 | 0.2274 | 0.1487 | 0.1487 |
(0.6, 0.4) | 0.0818 | 0.0501 | 0.0311 | 0.0501 | 0.0311 | 0.1956 | 0.1239 | 0.1239 |
(0.55, 0.45) | 0.0658 | 0.0419 | 0.0248 | 0.0419 | 0.0248 | 0.1690 | 0.1027 | 0.1027 |
(0.5, 0.5) | 0.0541 | 0.0363 | 0.0210 | 0.0363 | 0.0210 | 0.1430 | 0.0842 | 0.0842 |
(0.45, 0.55) | 0.0465 | 0.0324 | 0.0199 | 0.0324 | 0.0199 | 0.1198 | 0.0659 | 0.0659 |
(0.4, 0.6) | 0.0342 | 0.0252 | 0.0146 | 0.0252 | 0.0146 | 0.1005 | 0.0530 | 0.0530 |
(0.35, 0.65) | 0.0300 | 0.0227 | 0.0152 | 0.0227 | 0.0152 | 0.0816 | 0.0392 | 0.0392 |
(0.3, 0.7) | 0.0224 | 0.0177 | 0.0127 | 0.0177 | 0.0127 | 0.0655 | 0.0290 | 0.0290 |
(0.25, 0.75) | 0.0156 | 0.0133 | 0.0100 | 0.0133 | 0.0100 | 0.0510 | 0.0196 | 0.0196 |
(0.2, 0.8) | 0.0116 | 0.0093 | 0.0091 | 0.0093 | 0.0091 | 0.0370 | 0.0125 | 0.0125 |
(0.15, 0.85) | 0.0075 | 0.0063 | 0.0076 | 0.0063 | 0.0076 | 0.0248 | 0.0061 | 0.0061 |
(0.1, 0.9) | 0.0047 | 0.0045 | 0.0067 | 0.0045 | 0.0067 | 0.0133 | 0.0036 | 0.0036 |
(0.05, 0.95) | 0.0032 | 0.0029 | 0.0060 | 0.0029 | 0.0060 | 0.0031 | 0.0069 | 0.0069 |
(0.0, 1.0) | 0.0024 | 0.0023 | 0.0063 | 0.0023 | 0.0063 | 0.0073 | 0.0123 | 0.0123 |
tot | 0.0630 | 0.0375 | 0.0266 | 0.0375 | 0.0266 | 0.1961 | 0.1356 | 0.1356 |
train: [0.19993324 0.80006676]
validation: [0.20010013 0.79989987]
evaluate_bin_sld: 279.633s
evaluate_bin_sld_nbvs: 279.180s
evaluate_bin_sld_bcts: 274.875s
evaluate_bin_sld_ts: 276.549s
evaluate_bin_sld_vs: 272.373s
evaluate_bin_cc: 265.376s
reference: 50.451s
atc_mc: 53.163s
atc_ne: 51.929s
tot: 281.604s
bin_SLD | bin_SLD_nbvs | bin_SLD_bcts | bin_SLD_ts | bin_SLD_vs | bin_CC | atc_mc | atc_ne | |
---|---|---|---|---|---|---|---|---|
(1.0, 0.0) | 0.0001 | 0.0003 | 0.0002 | 0.0003 | 0.0002 | 0.5814 | 0.5459 | 0.5459 |
(0.95, 0.05) | 0.0933 | 0.0319 | 0.0385 | 0.0319 | 0.0384 | 0.4421 | 0.3941 | 0.3941 |
(0.9, 0.1) | 0.0682 | 0.0209 | 0.0271 | 0.0209 | 0.0270 | 0.3494 | 0.2954 | 0.2954 |
(0.85, 0.15) | 0.0501 | 0.0152 | 0.0189 | 0.0152 | 0.0189 | 0.2797 | 0.2206 | 0.2206 |
(0.8, 0.2) | 0.0337 | 0.0150 | 0.0143 | 0.0150 | 0.0143 | 0.2291 | 0.1701 | 0.1701 |
(0.75, 0.25) | 0.0296 | 0.0123 | 0.0136 | 0.0123 | 0.0136 | 0.1846 | 0.1277 | 0.1277 |
(0.7, 0.3) | 0.0215 | 0.0127 | 0.0120 | 0.0127 | 0.0119 | 0.1542 | 0.0994 | 0.0994 |
(0.65, 0.35) | 0.0184 | 0.0125 | 0.0123 | 0.0125 | 0.0123 | 0.1274 | 0.0774 | 0.0774 |
(0.6, 0.4) | 0.0141 | 0.0118 | 0.0101 | 0.0118 | 0.0101 | 0.1046 | 0.0563 | 0.0563 |
(0.55, 0.45) | 0.0114 | 0.0133 | 0.0101 | 0.0133 | 0.0101 | 0.0875 | 0.0440 | 0.0440 |
(0.5, 0.5) | 0.0083 | 0.0119 | 0.0073 | 0.0119 | 0.0073 | 0.0713 | 0.0323 | 0.0323 |
(0.45, 0.55) | 0.0078 | 0.0105 | 0.0073 | 0.0105 | 0.0073 | 0.0564 | 0.0206 | 0.0206 |
(0.4, 0.6) | 0.0060 | 0.0120 | 0.0064 | 0.0120 | 0.0064 | 0.0461 | 0.0152 | 0.0152 |
(0.35, 0.65) | 0.0066 | 0.0106 | 0.0074 | 0.0106 | 0.0074 | 0.0358 | 0.0098 | 0.0098 |
(0.3, 0.7) | 0.0054 | 0.0094 | 0.0061 | 0.0094 | 0.0061 | 0.0270 | 0.0072 | 0.0072 |
(0.25, 0.75) | 0.0062 | 0.0097 | 0.0059 | 0.0097 | 0.0059 | 0.0197 | 0.0056 | 0.0056 |
(0.2, 0.8) | 0.0070 | 0.0089 | 0.0061 | 0.0089 | 0.0061 | 0.0130 | 0.0049 | 0.0049 |
(0.15, 0.85) | 0.0078 | 0.0078 | 0.0060 | 0.0078 | 0.0060 | 0.0072 | 0.0053 | 0.0053 |
(0.1, 0.9) | 0.0081 | 0.0074 | 0.0055 | 0.0074 | 0.0055 | 0.0036 | 0.0055 | 0.0055 |
(0.05, 0.95) | 0.0081 | 0.0065 | 0.0057 | 0.0065 | 0.0057 | 0.0041 | 0.0068 | 0.0068 |
(0.0, 1.0) | 0.0028 | 0.0027 | 0.0059 | 0.0027 | 0.0059 | 0.0084 | 0.0076 | 0.0076 |
tot | 0.0197 | 0.0116 | 0.0108 | 0.0116 | 0.0108 | 0.1349 | 0.1025 | 0.1025 |
train: [0.29989987 0.70010013]
validation: [0.30006676 0.69993324]
evaluate_bin_sld: 280.310s
evaluate_bin_sld_nbvs: 282.471s
evaluate_bin_sld_bcts: 278.534s
evaluate_bin_sld_ts: 278.888s
evaluate_bin_sld_vs: 278.748s
evaluate_bin_cc: 270.160s
reference: 49.592s
atc_mc: 52.383s
atc_ne: 51.682s
tot: 284.878s
bin_SLD | bin_SLD_nbvs | bin_SLD_bcts | bin_SLD_ts | bin_SLD_vs | bin_CC | atc_mc | atc_ne | |
---|---|---|---|---|---|---|---|---|
(1.0, 0.0) | 0.0001 | 0.0002 | 0.0002 | 0.0002 | 0.0002 | 0.7211 | 0.5749 | 0.5749 |
(0.95, 0.05) | 0.1119 | 0.0479 | 0.0554 | 0.0479 | 0.0554 | 0.4676 | 0.3336 | 0.3336 |
(0.9, 0.1) | 0.0743 | 0.0286 | 0.0411 | 0.0286 | 0.0410 | 0.3359 | 0.2163 | 0.2163 |
(0.85, 0.15) | 0.0513 | 0.0194 | 0.0332 | 0.0194 | 0.0331 | 0.2516 | 0.1450 | 0.1450 |
(0.8, 0.2) | 0.0324 | 0.0160 | 0.0233 | 0.0160 | 0.0233 | 0.2004 | 0.1055 | 0.1055 |
(0.75, 0.25) | 0.0266 | 0.0136 | 0.0226 | 0.0136 | 0.0226 | 0.1558 | 0.0703 | 0.0703 |
(0.7, 0.3) | 0.0190 | 0.0151 | 0.0199 | 0.0151 | 0.0199 | 0.1295 | 0.0549 | 0.0549 |
(0.65, 0.35) | 0.0175 | 0.0131 | 0.0179 | 0.0131 | 0.0179 | 0.1064 | 0.0403 | 0.0403 |
(0.6, 0.4) | 0.0124 | 0.0131 | 0.0164 | 0.0131 | 0.0163 | 0.0870 | 0.0279 | 0.0279 |
(0.55, 0.45) | 0.0105 | 0.0154 | 0.0145 | 0.0154 | 0.0144 | 0.0751 | 0.0225 | 0.0225 |
(0.5, 0.5) | 0.0093 | 0.0147 | 0.0133 | 0.0147 | 0.0133 | 0.0606 | 0.0165 | 0.0165 |
(0.45, 0.55) | 0.0090 | 0.0153 | 0.0127 | 0.0153 | 0.0126 | 0.0510 | 0.0120 | 0.0120 |
(0.4, 0.6) | 0.0095 | 0.0184 | 0.0097 | 0.0184 | 0.0097 | 0.0428 | 0.0095 | 0.0095 |
(0.35, 0.65) | 0.0098 | 0.0175 | 0.0112 | 0.0175 | 0.0112 | 0.0365 | 0.0089 | 0.0089 |
(0.3, 0.7) | 0.0091 | 0.0168 | 0.0088 | 0.0168 | 0.0088 | 0.0288 | 0.0060 | 0.0060 |
(0.25, 0.75) | 0.0093 | 0.0179 | 0.0088 | 0.0179 | 0.0088 | 0.0237 | 0.0047 | 0.0047 |
(0.2, 0.8) | 0.0096 | 0.0165 | 0.0091 | 0.0165 | 0.0091 | 0.0184 | 0.0044 | 0.0044 |
(0.15, 0.85) | 0.0086 | 0.0148 | 0.0091 | 0.0148 | 0.0091 | 0.0139 | 0.0045 | 0.0045 |
(0.1, 0.9) | 0.0070 | 0.0109 | 0.0074 | 0.0109 | 0.0074 | 0.0104 | 0.0036 | 0.0036 |
(0.05, 0.95) | 0.0057 | 0.0056 | 0.0068 | 0.0056 | 0.0067 | 0.0069 | 0.0035 | 0.0035 |
(0.0, 1.0) | 0.0026 | 0.0015 | 0.0066 | 0.0015 | 0.0066 | 0.0050 | 0.0032 | 0.0032 |
tot | 0.0212 | 0.0158 | 0.0166 | 0.0158 | 0.0165 | 0.1347 | 0.0794 | 0.0794 |
train: [0.40003338 0.59996662]
validation: [0.40003338 0.59996662]
evaluate_bin_sld: 277.880s
evaluate_bin_sld_nbvs: 277.436s
evaluate_bin_sld_bcts: 278.774s
evaluate_bin_sld_ts: 276.244s
evaluate_bin_sld_vs: 275.283s
evaluate_bin_cc: 269.340s
reference: 49.693s
atc_mc: 52.566s
atc_ne: 51.600s
tot: 282.019s
bin_SLD | bin_SLD_nbvs | bin_SLD_bcts | bin_SLD_ts | bin_SLD_vs | bin_CC | atc_mc | atc_ne | |
---|---|---|---|---|---|---|---|---|
(1.0, 0.0) | 0.0003 | 0.0074 | 0.0158 | 0.0074 | 0.0158 | 0.8645 | 0.5310 | 0.5310 |
(0.95, 0.05) | 0.0431 | 0.0499 | 0.0399 | 0.0499 | 0.0399 | 0.4588 | 0.2044 | 0.2044 |
(0.9, 0.1) | 0.0250 | 0.0491 | 0.0315 | 0.0491 | 0.0315 | 0.3067 | 0.1045 | 0.1045 |
(0.85, 0.15) | 0.0225 | 0.0512 | 0.0248 | 0.0512 | 0.0248 | 0.2227 | 0.0571 | 0.0571 |
(0.8, 0.2) | 0.0250 | 0.0547 | 0.0252 | 0.0547 | 0.0252 | 0.1788 | 0.0407 | 0.0407 |
(0.75, 0.25) | 0.0255 | 0.0514 | 0.0195 | 0.0514 | 0.0195 | 0.1416 | 0.0228 | 0.0228 |
(0.7, 0.3) | 0.0257 | 0.0507 | 0.0185 | 0.0507 | 0.0185 | 0.1203 | 0.0196 | 0.0196 |
(0.65, 0.35) | 0.0257 | 0.0489 | 0.0162 | 0.0489 | 0.0162 | 0.1013 | 0.0125 | 0.0125 |
(0.6, 0.4) | 0.0268 | 0.0486 | 0.0151 | 0.0486 | 0.0151 | 0.0868 | 0.0100 | 0.0100 |
(0.55, 0.45) | 0.0279 | 0.0493 | 0.0133 | 0.0493 | 0.0133 | 0.0774 | 0.0101 | 0.0101 |
(0.5, 0.5) | 0.0252 | 0.0462 | 0.0141 | 0.0462 | 0.0141 | 0.0661 | 0.0081 | 0.0081 |
(0.45, 0.55) | 0.0247 | 0.0456 | 0.0100 | 0.0456 | 0.0100 | 0.0582 | 0.0076 | 0.0076 |
(0.4, 0.6) | 0.0242 | 0.0457 | 0.0096 | 0.0457 | 0.0096 | 0.0524 | 0.0060 | 0.0060 |
(0.35, 0.65) | 0.0206 | 0.0434 | 0.0087 | 0.0434 | 0.0087 | 0.0481 | 0.0060 | 0.0060 |
(0.3, 0.7) | 0.0167 | 0.0372 | 0.0090 | 0.0372 | 0.0090 | 0.0423 | 0.0055 | 0.0055 |
(0.25, 0.75) | 0.0139 | 0.0317 | 0.0075 | 0.0317 | 0.0075 | 0.0384 | 0.0051 | 0.0051 |
(0.2, 0.8) | 0.0116 | 0.0260 | 0.0072 | 0.0260 | 0.0072 | 0.0352 | 0.0042 | 0.0042 |
(0.15, 0.85) | 0.0076 | 0.0188 | 0.0068 | 0.0188 | 0.0068 | 0.0318 | 0.0042 | 0.0042 |
(0.1, 0.9) | 0.0051 | 0.0114 | 0.0068 | 0.0114 | 0.0068 | 0.0284 | 0.0045 | 0.0045 |
(0.05, 0.95) | 0.0039 | 0.0052 | 0.0053 | 0.0052 | 0.0053 | 0.0269 | 0.0037 | 0.0037 |
(0.0, 1.0) | 0.0007 | 0.0003 | 0.0047 | 0.0003 | 0.0047 | 0.0253 | 0.0034 | 0.0034 |
tot | 0.0191 | 0.0368 | 0.0147 | 0.0368 | 0.0147 | 0.1434 | 0.0510 | 0.0510 |
train: [0.5 0.5]
validation: [0.5 0.5]
evaluate_bin_sld: 275.896s
evaluate_bin_sld_nbvs: 275.560s
evaluate_bin_sld_bcts: 275.814s
evaluate_bin_sld_ts: 274.482s
evaluate_bin_sld_vs: 274.020s
evaluate_bin_cc: 266.491s
reference: 49.629s
atc_mc: 52.484s
atc_ne: 51.710s
tot: 279.902s
bin_SLD | bin_SLD_nbvs | bin_SLD_bcts | bin_SLD_ts | bin_SLD_vs | bin_CC | atc_mc | atc_ne | |
---|---|---|---|---|---|---|---|---|
(1.0, 0.0) | 0.0003 | 0.0027 | 0.0105 | 0.0027 | 0.0105 | 0.9852 | 0.5135 | 0.5135 |
(0.95, 0.05) | 0.0562 | 0.0636 | 0.0485 | 0.0636 | 0.0485 | 0.4037 | 0.1066 | 0.1066 |
(0.9, 0.1) | 0.0322 | 0.0733 | 0.0388 | 0.0733 | 0.0388 | 0.2633 | 0.0476 | 0.0476 |
(0.85, 0.15) | 0.0417 | 0.0840 | 0.0400 | 0.0840 | 0.0400 | 0.1955 | 0.0306 | 0.0306 |
(0.8, 0.2) | 0.0515 | 0.0905 | 0.0369 | 0.0905 | 0.0369 | 0.1611 | 0.0235 | 0.0235 |
(0.75, 0.25) | 0.0554 | 0.0905 | 0.0337 | 0.0905 | 0.0337 | 0.1327 | 0.0158 | 0.0158 |
(0.7, 0.3) | 0.0505 | 0.0874 | 0.0280 | 0.0874 | 0.0280 | 0.1177 | 0.0147 | 0.0147 |
(0.65, 0.35) | 0.0498 | 0.0867 | 0.0258 | 0.0867 | 0.0258 | 0.1062 | 0.0151 | 0.0151 |
(0.6, 0.4) | 0.0459 | 0.0804 | 0.0225 | 0.0804 | 0.0225 | 0.0938 | 0.0105 | 0.0105 |
(0.55, 0.45) | 0.0420 | 0.0748 | 0.0195 | 0.0748 | 0.0195 | 0.0873 | 0.0119 | 0.0119 |
(0.5, 0.5) | 0.0378 | 0.0655 | 0.0169 | 0.0655 | 0.0169 | 0.0800 | 0.0115 | 0.0115 |
(0.45, 0.55) | 0.0337 | 0.0566 | 0.0153 | 0.0566 | 0.0153 | 0.0746 | 0.0105 | 0.0105 |
(0.4, 0.6) | 0.0303 | 0.0488 | 0.0154 | 0.0488 | 0.0154 | 0.0698 | 0.0107 | 0.0107 |
(0.35, 0.65) | 0.0249 | 0.0415 | 0.0137 | 0.0415 | 0.0137 | 0.0686 | 0.0114 | 0.0114 |
(0.3, 0.7) | 0.0173 | 0.0311 | 0.0117 | 0.0311 | 0.0117 | 0.0645 | 0.0103 | 0.0103 |
(0.25, 0.75) | 0.0136 | 0.0250 | 0.0102 | 0.0250 | 0.0102 | 0.0607 | 0.0097 | 0.0097 |
(0.2, 0.8) | 0.0092 | 0.0191 | 0.0086 | 0.0191 | 0.0086 | 0.0584 | 0.0117 | 0.0117 |
(0.15, 0.85) | 0.0062 | 0.0130 | 0.0063 | 0.0130 | 0.0063 | 0.0561 | 0.0104 | 0.0104 |
(0.1, 0.9) | 0.0045 | 0.0081 | 0.0060 | 0.0081 | 0.0060 | 0.0547 | 0.0117 | 0.0117 |
(0.05, 0.95) | 0.0038 | 0.0039 | 0.0038 | 0.0039 | 0.0038 | 0.0527 | 0.0117 | 0.0117 |
(0.0, 1.0) | 0.0002 | 0.0003 | 0.0021 | 0.0003 | 0.0021 | 0.0521 | 0.0128 | 0.0128 |
tot | 0.0289 | 0.0498 | 0.0197 | 0.0498 | 0.0197 | 0.1542 | 0.0434 | 0.0434 |
train: [0.59996662 0.40003338]
validation: [0.59996662 0.40003338]
evaluate_bin_sld: 271.160s
evaluate_bin_sld_nbvs: 273.312s
evaluate_bin_sld_bcts: 275.646s
evaluate_bin_sld_ts: 273.523s
evaluate_bin_sld_vs: 270.973s
evaluate_bin_cc: 265.710s
reference: 48.837s
atc_mc: 52.149s
atc_ne: 51.567s
tot: 278.833s
bin_SLD | bin_SLD_nbvs | bin_SLD_bcts | bin_SLD_ts | bin_SLD_vs | bin_CC | atc_mc | atc_ne | |
---|---|---|---|---|---|---|---|---|
(1.0, 0.0) | 0.0002 | 0.0003 | 0.0125 | 0.0003 | 0.0125 | 0.8558 | 0.3564 | 0.3564 |
(0.95, 0.05) | 0.0686 | 0.1148 | 0.0583 | 0.1148 | 0.0583 | 0.2215 | 0.0506 | 0.0506 |
(0.9, 0.1) | 0.0857 | 0.1377 | 0.0497 | 0.1377 | 0.0497 | 0.1507 | 0.0460 | 0.0460 |
(0.85, 0.15) | 0.1039 | 0.1440 | 0.0497 | 0.1440 | 0.0496 | 0.1222 | 0.0318 | 0.0318 |
(0.8, 0.2) | 0.1048 | 0.1339 | 0.0453 | 0.1339 | 0.0453 | 0.1083 | 0.0254 | 0.0254 |
(0.75, 0.25) | 0.0950 | 0.1178 | 0.0453 | 0.1178 | 0.0453 | 0.0965 | 0.0197 | 0.0197 |
(0.7, 0.3) | 0.0766 | 0.0998 | 0.0371 | 0.0998 | 0.0371 | 0.0910 | 0.0174 | 0.0174 |
(0.65, 0.35) | 0.0668 | 0.0896 | 0.0337 | 0.0896 | 0.0337 | 0.0897 | 0.0129 | 0.0129 |
(0.6, 0.4) | 0.0541 | 0.0753 | 0.0316 | 0.0753 | 0.0316 | 0.0846 | 0.0118 | 0.0118 |
(0.55, 0.45) | 0.0441 | 0.0633 | 0.0265 | 0.0633 | 0.0265 | 0.0814 | 0.0095 | 0.0095 |
(0.5, 0.5) | 0.0363 | 0.0538 | 0.0256 | 0.0538 | 0.0256 | 0.0782 | 0.0088 | 0.0088 |
(0.45, 0.55) | 0.0306 | 0.0468 | 0.0230 | 0.0468 | 0.0229 | 0.0768 | 0.0085 | 0.0085 |
(0.4, 0.6) | 0.0251 | 0.0399 | 0.0214 | 0.0399 | 0.0214 | 0.0740 | 0.0078 | 0.0078 |
(0.35, 0.65) | 0.0202 | 0.0346 | 0.0190 | 0.0346 | 0.0190 | 0.0756 | 0.0093 | 0.0093 |
(0.3, 0.7) | 0.0155 | 0.0286 | 0.0160 | 0.0286 | 0.0160 | 0.0741 | 0.0090 | 0.0090 |
(0.25, 0.75) | 0.0116 | 0.0233 | 0.0137 | 0.0233 | 0.0137 | 0.0723 | 0.0075 | 0.0075 |
(0.2, 0.8) | 0.0089 | 0.0197 | 0.0124 | 0.0197 | 0.0124 | 0.0719 | 0.0066 | 0.0066 |
(0.15, 0.85) | 0.0061 | 0.0147 | 0.0100 | 0.0147 | 0.0100 | 0.0709 | 0.0084 | 0.0084 |
(0.1, 0.9) | 0.0040 | 0.0106 | 0.0076 | 0.0106 | 0.0076 | 0.0697 | 0.0078 | 0.0078 |
(0.05, 0.95) | 0.0033 | 0.0065 | 0.0054 | 0.0065 | 0.0054 | 0.0695 | 0.0097 | 0.0097 |
(0.0, 1.0) | 0.0002 | 0.0011 | 0.0017 | 0.0011 | 0.0017 | 0.0697 | 0.0090 | 0.0090 |
tot | 0.0410 | 0.0598 | 0.0260 | 0.0598 | 0.0260 | 0.1288 | 0.0321 | 0.0321 |
train: [0.69993324 0.30006676]
validation: [0.70010013 0.29989987]
evaluate_bin_sld: 276.303s
evaluate_bin_sld_nbvs: 277.440s
evaluate_bin_sld_bcts: 277.862s
evaluate_bin_sld_ts: 275.166s
evaluate_bin_sld_vs: 274.686s
evaluate_bin_cc: 269.956s
reference: 50.206s
atc_mc: 52.805s
atc_ne: 51.628s
tot: 281.368s
bin_SLD | bin_SLD_nbvs | bin_SLD_bcts | bin_SLD_ts | bin_SLD_vs | bin_CC | atc_mc | atc_ne | |
---|---|---|---|---|---|---|---|---|
(1.0, 0.0) | 0.0002 | 0.0019 | 0.0542 | 0.0019 | 0.0542 | 0.5809 | 0.3301 | 0.3301 |
(0.95, 0.05) | 0.0936 | 0.1726 | 0.0564 | 0.1726 | 0.0564 | 0.0692 | 0.0519 | 0.0519 |
(0.9, 0.1) | 0.0956 | 0.1377 | 0.0383 | 0.1377 | 0.0383 | 0.0564 | 0.0306 | 0.0306 |
(0.85, 0.15) | 0.0815 | 0.1100 | 0.0306 | 0.1100 | 0.0306 | 0.0642 | 0.0252 | 0.0252 |
(0.8, 0.2) | 0.0648 | 0.0860 | 0.0263 | 0.0860 | 0.0263 | 0.0673 | 0.0190 | 0.0190 |
(0.75, 0.25) | 0.0546 | 0.0734 | 0.0237 | 0.0734 | 0.0237 | 0.0688 | 0.0167 | 0.0167 |
(0.7, 0.3) | 0.0418 | 0.0597 | 0.0187 | 0.0597 | 0.0187 | 0.0711 | 0.0132 | 0.0132 |
(0.65, 0.35) | 0.0342 | 0.0512 | 0.0189 | 0.0512 | 0.0189 | 0.0735 | 0.0170 | 0.0170 |
(0.6, 0.4) | 0.0299 | 0.0461 | 0.0177 | 0.0461 | 0.0177 | 0.0756 | 0.0141 | 0.0141 |
(0.55, 0.45) | 0.0231 | 0.0386 | 0.0151 | 0.0386 | 0.0151 | 0.0742 | 0.0135 | 0.0135 |
(0.5, 0.5) | 0.0199 | 0.0344 | 0.0141 | 0.0344 | 0.0141 | 0.0746 | 0.0153 | 0.0153 |
(0.45, 0.55) | 0.0176 | 0.0316 | 0.0135 | 0.0316 | 0.0135 | 0.0765 | 0.0146 | 0.0146 |
(0.4, 0.6) | 0.0129 | 0.0257 | 0.0107 | 0.0257 | 0.0107 | 0.0739 | 0.0142 | 0.0142 |
(0.35, 0.65) | 0.0107 | 0.0228 | 0.0104 | 0.0228 | 0.0104 | 0.0766 | 0.0159 | 0.0159 |
(0.3, 0.7) | 0.0087 | 0.0202 | 0.0091 | 0.0202 | 0.0091 | 0.0772 | 0.0145 | 0.0145 |
(0.25, 0.75) | 0.0065 | 0.0167 | 0.0078 | 0.0167 | 0.0078 | 0.0772 | 0.0144 | 0.0144 |
(0.2, 0.8) | 0.0052 | 0.0137 | 0.0071 | 0.0137 | 0.0071 | 0.0768 | 0.0157 | 0.0157 |
(0.15, 0.85) | 0.0042 | 0.0109 | 0.0062 | 0.0109 | 0.0062 | 0.0777 | 0.0168 | 0.0168 |
(0.1, 0.9) | 0.0042 | 0.0075 | 0.0054 | 0.0075 | 0.0054 | 0.0770 | 0.0155 | 0.0155 |
(0.05, 0.95) | 0.0045 | 0.0054 | 0.0050 | 0.0054 | 0.0050 | 0.0776 | 0.0152 | 0.0152 |
(0.0, 1.0) | 0.0002 | 0.0009 | 0.0037 | 0.0009 | 0.0037 | 0.0786 | 0.0177 | 0.0177 |
tot | 0.0292 | 0.0461 | 0.0187 | 0.0461 | 0.0187 | 0.0974 | 0.0334 | 0.0334 |
train: [0.79989987 0.20010013]
validation: [0.80006676 0.19993324]
evaluate_bin_sld: 277.834s
evaluate_bin_sld_nbvs: 276.506s
evaluate_bin_sld_bcts: 278.317s
evaluate_bin_sld_ts: 275.764s
evaluate_bin_sld_vs: 275.146s
evaluate_bin_cc: 270.770s
reference: 49.612s
atc_mc: 52.452s
atc_ne: 52.091s
tot: 281.829s
bin_SLD | bin_SLD_nbvs | bin_SLD_bcts | bin_SLD_ts | bin_SLD_vs | bin_CC | atc_mc | atc_ne | |
---|---|---|---|---|---|---|---|---|
(1.0, 0.0) | 0.0003 | 0.0005 | 0.0141 | 0.0005 | 0.0141 | 0.3127 | 0.1159 | 0.1159 |
(0.95, 0.05) | 0.1241 | 0.1373 | 0.0644 | 0.1373 | 0.0644 | 0.0358 | 0.1303 | 0.1303 |
(0.9, 0.1) | 0.0622 | 0.0798 | 0.0397 | 0.0798 | 0.0396 | 0.0524 | 0.0916 | 0.0916 |
(0.85, 0.15) | 0.0390 | 0.0609 | 0.0331 | 0.0609 | 0.0330 | 0.0660 | 0.0794 | 0.0794 |
(0.8, 0.2) | 0.0320 | 0.0506 | 0.0278 | 0.0506 | 0.0278 | 0.0786 | 0.0673 | 0.0673 |
(0.75, 0.25) | 0.0213 | 0.0432 | 0.0205 | 0.0432 | 0.0205 | 0.0839 | 0.0623 | 0.0623 |
(0.7, 0.3) | 0.0155 | 0.0341 | 0.0194 | 0.0341 | 0.0194 | 0.0881 | 0.0592 | 0.0592 |
(0.65, 0.35) | 0.0121 | 0.0293 | 0.0152 | 0.0293 | 0.0152 | 0.0933 | 0.0518 | 0.0518 |
(0.6, 0.4) | 0.0115 | 0.0267 | 0.0152 | 0.0267 | 0.0152 | 0.0967 | 0.0536 | 0.0536 |
(0.55, 0.45) | 0.0097 | 0.0223 | 0.0152 | 0.0223 | 0.0152 | 0.0964 | 0.0510 | 0.0510 |
(0.5, 0.5) | 0.0081 | 0.0186 | 0.0140 | 0.0186 | 0.0140 | 0.0965 | 0.0518 | 0.0518 |
(0.45, 0.55) | 0.0077 | 0.0168 | 0.0124 | 0.0168 | 0.0124 | 0.0980 | 0.0533 | 0.0533 |
(0.4, 0.6) | 0.0084 | 0.0124 | 0.0125 | 0.0124 | 0.0125 | 0.0970 | 0.0506 | 0.0506 |
(0.35, 0.65) | 0.0087 | 0.0123 | 0.0135 | 0.0123 | 0.0135 | 0.1008 | 0.0480 | 0.0480 |
(0.3, 0.7) | 0.0094 | 0.0096 | 0.0110 | 0.0096 | 0.0110 | 0.1018 | 0.0453 | 0.0453 |
(0.25, 0.75) | 0.0104 | 0.0074 | 0.0121 | 0.0074 | 0.0121 | 0.1025 | 0.0428 | 0.0428 |
(0.2, 0.8) | 0.0124 | 0.0051 | 0.0115 | 0.0050 | 0.0115 | 0.1009 | 0.0472 | 0.0472 |
(0.15, 0.85) | 0.0134 | 0.0040 | 0.0131 | 0.0040 | 0.0131 | 0.1025 | 0.0461 | 0.0461 |
(0.1, 0.9) | 0.0146 | 0.0035 | 0.0133 | 0.0035 | 0.0133 | 0.1020 | 0.0439 | 0.0439 |
(0.05, 0.95) | 0.0146 | 0.0039 | 0.0133 | 0.0039 | 0.0132 | 0.1019 | 0.0468 | 0.0468 |
(0.0, 1.0) | 0.0008 | 0.0003 | 0.0093 | 0.0003 | 0.0093 | 0.1036 | 0.0425 | 0.0425 |
tot | 0.0208 | 0.0276 | 0.0191 | 0.0276 | 0.0191 | 0.1005 | 0.0610 | 0.0610 |
train: [0.90003338 0.09996662]
validation: [0.90003338 0.09996662]
evaluate_bin_sld: 212.423s
evaluate_bin_cc: 200.296s
reference: 39.473s
atc_mc: 41.699s
atc_ne: 41.574s
tot: 213.741s
bin_SLD | bin_CC | atc_mc | atc_ne | |
---|---|---|---|---|
(1.0, 0.0) | 0.0155 | 0.0548 | 0.0022 | 0.0022 |
(0.95, 0.05) | 0.2219 | 0.0921 | 0.2253 | 0.2253 |
(0.9, 0.1) | 0.1663 | 0.1226 | 0.1997 | 0.1997 |
(0.85, 0.15) | 0.1556 | 0.1304 | 0.2018 | 0.2018 |
(0.8, 0.2) | 0.1368 | 0.1365 | 0.1936 | 0.1936 |
(0.75, 0.25) | 0.1054 | 0.1382 | 0.1943 | 0.1943 |
(0.7, 0.3) | 0.1181 | 0.1425 | 0.1865 | 0.1865 |
(0.65, 0.35) | 0.0996 | 0.1472 | 0.1849 | 0.1849 |
(0.6, 0.4) | 0.1031 | 0.1468 | 0.1852 | 0.1852 |
(0.55, 0.45) | 0.0840 | 0.1471 | 0.1824 | 0.1824 |
(0.5, 0.5) | 0.1091 | 0.1478 | 0.1836 | 0.1836 |
(0.45, 0.55) | 0.0893 | 0.1480 | 0.1801 | 0.1801 |
(0.4, 0.6) | 0.0801 | 0.1474 | 0.1872 | 0.1872 |
(0.35, 0.65) | 0.1038 | 0.1495 | 0.1871 | 0.1871 |
(0.3, 0.7) | 0.0810 | 0.1503 | 0.1884 | 0.1884 |
(0.25, 0.75) | 0.0827 | 0.1510 | 0.1829 | 0.1829 |
(0.2, 0.8) | 0.0746 | 0.1500 | 0.1840 | 0.1840 |
(0.15, 0.85) | 0.0754 | 0.1511 | 0.1816 | 0.1816 |
(0.1, 0.9) | 0.0613 | 0.1512 | 0.1818 | 0.1818 |
(0.05, 0.95) | 0.0696 | 0.1506 | 0.1848 | 0.1848 |
(0.0, 1.0) | 0.0495 | 0.1527 | 0.1850 | 0.1850 |
tot | 0.0992 | 0.1385 | 0.1801 | 0.1801 |