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) 0.0004 0.1487 0.0055 0.1487 0.0055 0.3647 0.1704 0.1704
(0.95, 0.05) 0.0501 0.1779 0.0384 0.1779 0.0384 0.3468 0.1614 0.1614
(0.9, 0.1) 0.0887 0.1699 0.0399 0.1699 0.0399 0.3290 0.1528 0.1528
(0.85, 0.15) 0.0926 0.1581 0.0390 0.1581 0.0390 0.3092 0.1426 0.1426
(0.8, 0.2) 0.0887 0.1440 0.0357 0.1440 0.0357 0.2914 0.1334 0.1334
(0.75, 0.25) 0.0879 0.1348 0.0366 0.1348 0.0366 0.2712 0.1217 0.1217
(0.7, 0.3) 0.0825 0.1210 0.0334 0.1210 0.0334 0.2526 0.1131 0.1131
(0.65, 0.35) 0.0778 0.1107 0.0319 0.1107 0.0319 0.2348 0.1040 0.1040
(0.6, 0.4) 0.0727 0.0990 0.0303 0.0990 0.0303 0.2149 0.0943 0.0943
(0.55, 0.45) 0.0637 0.0861 0.0261 0.0861 0.0261 0.1972 0.0847 0.0847
(0.5, 0.5) 0.0569 0.0758 0.0238 0.0758 0.0238 0.1765 0.0749 0.0749
(0.45, 0.55) 0.0527 0.0669 0.0239 0.0669 0.0239 0.1562 0.0622 0.0622
(0.4, 0.6) 0.0418 0.0546 0.0188 0.0547 0.0188 0.1382 0.0541 0.0541
(0.35, 0.65) 0.0392 0.0478 0.0206 0.0478 0.0206 0.1181 0.0422 0.0422
(0.3, 0.7) 0.0313 0.0380 0.0182 0.0380 0.0182 0.0997 0.0334 0.0334
(0.25, 0.75) 0.0231 0.0289 0.0152 0.0289 0.0152 0.0815 0.0239 0.0239
(0.2, 0.8) 0.0184 0.0198 0.0146 0.0198 0.0146 0.0619 0.0168 0.0168
(0.15, 0.85) 0.0127 0.0127 0.0129 0.0127 0.0129 0.0434 0.0090 0.0090
(0.1, 0.9) 0.0084 0.0088 0.0119 0.0088 0.0119 0.0244 0.0070 0.0070
(0.05, 0.95) 0.0060 0.0056 0.0112 0.0056 0.0112 0.0060 0.0134 0.0134
(0.0, 1.0) 0.0048 0.0045 0.0125 0.0045 0.0125 0.0144 0.0243 0.0243
tot 0.0476 0.0816 0.0238 0.0816 0.0238 0.1777 0.0781 0.0781
![plot_delta](plot\delta_rcv1_CCAT_90_acc.png) ![plot_diagonal](plot\diagonal_rcv1_CCAT_90_acc.png) ![plot_shift](plot\shift_rcv1_CCAT_90_acc.png) > 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) 0.0019 0.0009 0.0026 0.0009 0.0026 0.1744 0.0311 0.0311
(0.95, 0.05) 0.0261 0.0089 0.0125 0.0089 0.0125 0.1646 0.0274 0.0274
(0.9, 0.1) 0.0233 0.0071 0.0100 0.0071 0.0100 0.1564 0.0267 0.0267
(0.85, 0.15) 0.0207 0.0067 0.0091 0.0067 0.0091 0.1464 0.0227 0.0227
(0.8, 0.2) 0.0161 0.0081 0.0076 0.0081 0.0076 0.1383 0.0214 0.0214
(0.75, 0.25) 0.0162 0.0077 0.0082 0.0077 0.0082 0.1258 0.0201 0.0201
(0.7, 0.3) 0.0134 0.0096 0.0095 0.0096 0.0095 0.1180 0.0178 0.0178
(0.65, 0.35) 0.0129 0.0103 0.0102 0.0103 0.0102 0.1081 0.0196 0.0196
(0.6, 0.4) 0.0108 0.0109 0.0093 0.0109 0.0093 0.0974 0.0168 0.0168
(0.55, 0.45) 0.0104 0.0137 0.0102 0.0137 0.0102 0.0892 0.0147 0.0147
(0.5, 0.5) 0.0081 0.0136 0.0079 0.0136 0.0079 0.0787 0.0136 0.0136
(0.45, 0.55) 0.0082 0.0129 0.0086 0.0129 0.0086 0.0672 0.0111 0.0111
(0.4, 0.6) 0.0074 0.0159 0.0084 0.0159 0.0084 0.0591 0.0110 0.0110
(0.35, 0.65) 0.0087 0.0150 0.0101 0.0150 0.0101 0.0492 0.0097 0.0097
(0.3, 0.7) 0.0079 0.0141 0.0091 0.0141 0.0091 0.0395 0.0106 0.0106
(0.25, 0.75) 0.0098 0.0155 0.0091 0.0155 0.0091 0.0308 0.0091 0.0091
(0.2, 0.8) 0.0120 0.0149 0.0101 0.0149 0.0101 0.0217 0.0100 0.0100
(0.15, 0.85) 0.0141 0.0138 0.0104 0.0138 0.0104 0.0128 0.0104 0.0104
(0.1, 0.9) 0.0154 0.0136 0.0099 0.0136 0.0099 0.0067 0.0108 0.0108
(0.05, 0.95) 0.0157 0.0125 0.0107 0.0125 0.0107 0.0075 0.0130 0.0130
(0.0, 1.0) 0.0055 0.0052 0.0115 0.0052 0.0115 0.0160 0.0147 0.0147
tot 0.0126 0.0110 0.0093 0.0110 0.0093 0.0813 0.0163 0.0163
![plot_delta](plot\delta_rcv1_CCAT_80_acc.png) ![plot_diagonal](plot\diagonal_rcv1_CCAT_80_acc.png) ![plot_shift](plot\shift_rcv1_CCAT_80_acc.png) > 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) 0.0007 0.0003 0.0052 0.0003 0.0051 0.1254 0.0238 0.0238
(0.95, 0.05) 0.0184 0.0076 0.0141 0.0076 0.0141 0.1194 0.0222 0.0222
(0.9, 0.1) 0.0167 0.0065 0.0134 0.0065 0.0134 0.1144 0.0216 0.0216
(0.85, 0.15) 0.0149 0.0064 0.0141 0.0064 0.0141 0.1077 0.0197 0.0197
(0.8, 0.2) 0.0112 0.0080 0.0115 0.0080 0.0114 0.1037 0.0206 0.0206
(0.75, 0.25) 0.0111 0.0082 0.0135 0.0082 0.0135 0.0941 0.0160 0.0160
(0.7, 0.3) 0.0098 0.0111 0.0140 0.0111 0.0139 0.0902 0.0160 0.0160
(0.65, 0.35) 0.0102 0.0114 0.0132 0.0114 0.0132 0.0839 0.0149 0.0149
(0.6, 0.4) 0.0086 0.0128 0.0139 0.0128 0.0139 0.0765 0.0122 0.0122
(0.55, 0.45) 0.0095 0.0165 0.0139 0.0165 0.0139 0.0731 0.0123 0.0123
(0.5, 0.5) 0.0094 0.0171 0.0140 0.0171 0.0140 0.0646 0.0111 0.0111
(0.45, 0.55) 0.0102 0.0191 0.0143 0.0191 0.0143 0.0591 0.0102 0.0102
(0.4, 0.6) 0.0130 0.0240 0.0118 0.0240 0.0118 0.0537 0.0096 0.0096
(0.35, 0.65) 0.0138 0.0246 0.0148 0.0246 0.0148 0.0492 0.0100 0.0100
(0.3, 0.7) 0.0134 0.0249 0.0121 0.0249 0.0120 0.0417 0.0080 0.0080
(0.25, 0.75) 0.0147 0.0279 0.0132 0.0279 0.0131 0.0366 0.0070 0.0070
(0.2, 0.8) 0.0158 0.0271 0.0144 0.0271 0.0143 0.0302 0.0071 0.0071
(0.15, 0.85) 0.0147 0.0256 0.0153 0.0256 0.0152 0.0243 0.0076 0.0076
(0.1, 0.9) 0.0127 0.0196 0.0130 0.0196 0.0130 0.0193 0.0062 0.0062
(0.05, 0.95) 0.0108 0.0106 0.0124 0.0106 0.0124 0.0135 0.0063 0.0063
(0.0, 1.0) 0.0051 0.0029 0.0126 0.0029 0.0126 0.0103 0.0059 0.0059
tot 0.0116 0.0149 0.0131 0.0149 0.0130 0.0662 0.0128 0.0128
![plot_delta](plot\delta_rcv1_CCAT_70_acc.png) ![plot_diagonal](plot\diagonal_rcv1_CCAT_70_acc.png) ![plot_shift](plot\shift_rcv1_CCAT_70_acc.png) > 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) 0.0007 0.0006 0.0047 0.0006 0.0047 0.0906 0.0106 0.0106
(0.95, 0.05) 0.0050 0.0084 0.0084 0.0084 0.0084 0.0885 0.0101 0.0101
(0.9, 0.1) 0.0057 0.0140 0.0095 0.0140 0.0095 0.0873 0.0092 0.0092
(0.85, 0.15) 0.0084 0.0196 0.0100 0.0196 0.0100 0.0836 0.0083 0.0083
(0.8, 0.2) 0.0130 0.0262 0.0126 0.0262 0.0126 0.0839 0.0089 0.0089
(0.75, 0.25) 0.0158 0.0295 0.0118 0.0295 0.0119 0.0793 0.0090 0.0090
(0.7, 0.3) 0.0186 0.0340 0.0128 0.0340 0.0128 0.0787 0.0084 0.0084
(0.65, 0.35) 0.0208 0.0374 0.0128 0.0374 0.0128 0.0756 0.0084 0.0084
(0.6, 0.4) 0.0239 0.0416 0.0134 0.0416 0.0134 0.0728 0.0082 0.0082
(0.55, 0.45) 0.0273 0.0467 0.0126 0.0467 0.0126 0.0723 0.0086 0.0086
(0.5, 0.5) 0.0267 0.0479 0.0147 0.0479 0.0147 0.0678 0.0085 0.0085
(0.45, 0.55) 0.0283 0.0514 0.0113 0.0514 0.0113 0.0651 0.0085 0.0085
(0.4, 0.6) 0.0296 0.0556 0.0117 0.0556 0.0117 0.0636 0.0072 0.0072
(0.35, 0.65) 0.0273 0.0567 0.0113 0.0567 0.0113 0.0628 0.0079 0.0079
(0.3, 0.7) 0.0235 0.0520 0.0125 0.0520 0.0125 0.0592 0.0076 0.0076
(0.25, 0.75) 0.0208 0.0471 0.0112 0.0471 0.0112 0.0573 0.0075 0.0075
(0.2, 0.8) 0.0183 0.0409 0.0113 0.0409 0.0113 0.0558 0.0066 0.0066
(0.15, 0.85) 0.0127 0.0314 0.0111 0.0314 0.0111 0.0535 0.0070 0.0070
(0.1, 0.9) 0.0092 0.0200 0.0116 0.0200 0.0116 0.0504 0.0078 0.0078
(0.05, 0.95) 0.0076 0.0096 0.0097 0.0096 0.0097 0.0501 0.0071 0.0071
(0.0, 1.0) 0.0013 0.0006 0.0087 0.0006 0.0087 0.0495 0.0071 0.0071
tot 0.0164 0.0320 0.0111 0.0320 0.0111 0.0689 0.0082 0.0082
![plot_delta](plot\delta_rcv1_CCAT_60_acc.png) ![plot_diagonal](plot\diagonal_rcv1_CCAT_60_acc.png) ![plot_shift](plot\shift_rcv1_CCAT_60_acc.png) > 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) 0.0007 0.0004 0.0024 0.0004 0.0024 0.0601 0.0088 0.0088
(0.95, 0.05) 0.0055 0.0089 0.0074 0.0089 0.0074 0.0615 0.0080 0.0080
(0.9, 0.1) 0.0083 0.0184 0.0099 0.0184 0.0099 0.0646 0.0082 0.0082
(0.85, 0.15) 0.0154 0.0286 0.0141 0.0286 0.0141 0.0659 0.0077 0.0077
(0.8, 0.2) 0.0235 0.0391 0.0167 0.0391 0.0167 0.0693 0.0083 0.0083
(0.75, 0.25) 0.0298 0.0472 0.0182 0.0472 0.0182 0.0690 0.0066 0.0066
(0.7, 0.3) 0.0319 0.0539 0.0177 0.0539 0.0177 0.0722 0.0082 0.0082
(0.65, 0.35) 0.0357 0.0611 0.0189 0.0611 0.0189 0.0747 0.0103 0.0103
(0.6, 0.4) 0.0368 0.0641 0.0185 0.0641 0.0185 0.0746 0.0085 0.0085
(0.55, 0.45) 0.0373 0.0665 0.0175 0.0665 0.0175 0.0776 0.0110 0.0110
(0.5, 0.5) 0.0369 0.0642 0.0169 0.0642 0.0169 0.0784 0.0122 0.0122
(0.45, 0.55) 0.0358 0.0607 0.0166 0.0607 0.0165 0.0799 0.0125 0.0125
(0.4, 0.6) 0.0350 0.0570 0.0181 0.0570 0.0181 0.0814 0.0144 0.0144
(0.35, 0.65) 0.0309 0.0523 0.0174 0.0523 0.0174 0.0861 0.0168 0.0168
(0.3, 0.7) 0.0230 0.0420 0.0157 0.0420 0.0157 0.0868 0.0164 0.0164
(0.25, 0.75) 0.0194 0.0362 0.0149 0.0362 0.0149 0.0874 0.0170 0.0170
(0.2, 0.8) 0.0139 0.0294 0.0132 0.0294 0.0132 0.0896 0.0211 0.0211
(0.15, 0.85) 0.0102 0.0213 0.0104 0.0213 0.0104 0.0913 0.0205 0.0205
(0.1, 0.9) 0.0081 0.0141 0.0103 0.0141 0.0103 0.0939 0.0239 0.0239
(0.05, 0.95) 0.0075 0.0071 0.0070 0.0071 0.0070 0.0954 0.0253 0.0253
(0.0, 1.0) 0.0004 0.0005 0.0038 0.0005 0.0038 0.0991 0.0289 0.0289
tot 0.0212 0.0368 0.0136 0.0368 0.0136 0.0790 0.0140 0.0140
![plot_delta](plot\delta_rcv1_CCAT_50_acc.png) ![plot_diagonal](plot\diagonal_rcv1_CCAT_50_acc.png) ![plot_shift](plot\shift_rcv1_CCAT_50_acc.png) > 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) 0.0005 0.0003 0.0019 0.0003 0.0019 0.0195 0.0190 0.0190
(0.95, 0.05) 0.0079 0.0141 0.0073 0.0141 0.0073 0.0241 0.0166 0.0166
(0.9, 0.1) 0.0192 0.0292 0.0114 0.0292 0.0114 0.0306 0.0147 0.0147
(0.85, 0.15) 0.0319 0.0434 0.0157 0.0434 0.0157 0.0362 0.0117 0.0117
(0.8, 0.2) 0.0412 0.0525 0.0183 0.0525 0.0183 0.0422 0.0105 0.0105
(0.75, 0.25) 0.0458 0.0567 0.0222 0.0567 0.0222 0.0465 0.0089 0.0089
(0.7, 0.3) 0.0438 0.0573 0.0215 0.0573 0.0215 0.0523 0.0085 0.0085
(0.65, 0.35) 0.0444 0.0597 0.0229 0.0597 0.0229 0.0599 0.0076 0.0076
(0.6, 0.4) 0.0410 0.0573 0.0243 0.0573 0.0243 0.0643 0.0079 0.0079
(0.55, 0.45) 0.0374 0.0542 0.0228 0.0542 0.0228 0.0695 0.0073 0.0073
(0.5, 0.5) 0.0342 0.0513 0.0244 0.0513 0.0244 0.0740 0.0081 0.0081
(0.45, 0.55) 0.0318 0.0492 0.0242 0.0492 0.0242 0.0798 0.0099 0.0099
(0.4, 0.6) 0.0284 0.0458 0.0245 0.0458 0.0245 0.0839 0.0112 0.0112
(0.35, 0.65) 0.0248 0.0430 0.0236 0.0430 0.0236 0.0924 0.0156 0.0156
(0.3, 0.7) 0.0205 0.0385 0.0215 0.0385 0.0215 0.0975 0.0168 0.0168
(0.25, 0.75) 0.0165 0.0337 0.0198 0.0337 0.0198 0.1019 0.0160 0.0160
(0.2, 0.8) 0.0135 0.0304 0.0191 0.0304 0.0191 0.1080 0.0180 0.0180
(0.15, 0.85) 0.0100 0.0242 0.0165 0.0242 0.0165 0.1131 0.0218 0.0218
(0.1, 0.9) 0.0072 0.0186 0.0134 0.0186 0.0134 0.1177 0.0224 0.0224
(0.05, 0.95) 0.0065 0.0121 0.0102 0.0121 0.0102 0.1238 0.0278 0.0278
(0.0, 1.0) 0.0003 0.0022 0.0033 0.0022 0.0033 0.1304 0.0285 0.0285
tot 0.0241 0.0368 0.0176 0.0368 0.0176 0.0746 0.0147 0.0147
![plot_delta](plot\delta_rcv1_CCAT_40_acc.png) ![plot_diagonal](plot\diagonal_rcv1_CCAT_40_acc.png) ![plot_shift](plot\shift_rcv1_CCAT_40_acc.png) > 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) 0.0014 0.0008 0.0049 0.0008 0.0049 0.0071 0.0103 0.0103
(0.95, 0.05) 0.0097 0.0175 0.0067 0.0175 0.0067 0.0050 0.0072 0.0072
(0.9, 0.1) 0.0180 0.0258 0.0079 0.0258 0.0079 0.0088 0.0049 0.0049
(0.85, 0.15) 0.0227 0.0306 0.0089 0.0306 0.0089 0.0170 0.0060 0.0060
(0.8, 0.2) 0.0237 0.0317 0.0102 0.0317 0.0102 0.0245 0.0082 0.0082
(0.75, 0.25) 0.0250 0.0341 0.0113 0.0341 0.0113 0.0320 0.0101 0.0101
(0.7, 0.3) 0.0229 0.0333 0.0108 0.0333 0.0108 0.0398 0.0119 0.0119
(0.65, 0.35) 0.0218 0.0333 0.0124 0.0333 0.0124 0.0481 0.0160 0.0160
(0.6, 0.4) 0.0220 0.0345 0.0136 0.0345 0.0136 0.0566 0.0190 0.0190
(0.55, 0.45) 0.0189 0.0326 0.0130 0.0326 0.0130 0.0626 0.0222 0.0222
(0.5, 0.5) 0.0183 0.0325 0.0136 0.0325 0.0136 0.0699 0.0259 0.0259
(0.45, 0.55) 0.0179 0.0331 0.0146 0.0331 0.0146 0.0788 0.0297 0.0297
(0.4, 0.6) 0.0144 0.0294 0.0127 0.0294 0.0127 0.0832 0.0307 0.0307
(0.35, 0.65) 0.0131 0.0285 0.0133 0.0285 0.0133 0.0932 0.0368 0.0368
(0.3, 0.7) 0.0117 0.0273 0.0128 0.0273 0.0128 0.1011 0.0400 0.0400
(0.25, 0.75) 0.0095 0.0243 0.0117 0.0243 0.0117 0.1084 0.0427 0.0427
(0.2, 0.8) 0.0081 0.0212 0.0110 0.0212 0.0110 0.1150 0.0464 0.0464
(0.15, 0.85) 0.0073 0.0182 0.0101 0.0182 0.0101 0.1235 0.0517 0.0517
(0.1, 0.9) 0.0078 0.0134 0.0091 0.0134 0.0090 0.1297 0.0521 0.0521
(0.05, 0.95) 0.0089 0.0103 0.0085 0.0103 0.0085 0.1379 0.0548 0.0548
(0.0, 1.0) 0.0003 0.0019 0.0057 0.0019 0.0057 0.1468 0.0625 0.0625
tot 0.0144 0.0245 0.0106 0.0245 0.0106 0.0709 0.0280 0.0280
![plot_delta](plot\delta_rcv1_CCAT_30_acc.png) ![plot_diagonal](plot\diagonal_rcv1_CCAT_30_acc.png) ![plot_shift](plot\shift_rcv1_CCAT_30_acc.png) > 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) 0.0011 0.0010 0.0047 0.0010 0.0047 0.0121 0.0097 0.0097
(0.95, 0.05) 0.0092 0.0116 0.0065 0.0116 0.0065 0.0040 0.0071 0.0071
(0.9, 0.1) 0.0103 0.0143 0.0071 0.0143 0.0071 0.0091 0.0062 0.0062
(0.85, 0.15) 0.0103 0.0168 0.0079 0.0168 0.0079 0.0183 0.0064 0.0064
(0.8, 0.2) 0.0117 0.0188 0.0094 0.0188 0.0094 0.0294 0.0088 0.0088
(0.75, 0.25) 0.0101 0.0205 0.0088 0.0205 0.0088 0.0396 0.0093 0.0093
(0.7, 0.3) 0.0093 0.0196 0.0090 0.0196 0.0090 0.0499 0.0124 0.0124
(0.65, 0.35) 0.0087 0.0198 0.0083 0.0198 0.0083 0.0616 0.0161 0.0161
(0.6, 0.4) 0.0092 0.0209 0.0090 0.0208 0.0090 0.0729 0.0190 0.0190
(0.55, 0.45) 0.0092 0.0197 0.0104 0.0197 0.0104 0.0817 0.0207 0.0207
(0.5, 0.5) 0.0088 0.0184 0.0104 0.0184 0.0104 0.0910 0.0222 0.0222
(0.45, 0.55) 0.0093 0.0185 0.0100 0.0185 0.0100 0.1016 0.0247 0.0247
(0.4, 0.6) 0.0113 0.0149 0.0109 0.0149 0.0109 0.1097 0.0272 0.0272
(0.35, 0.65) 0.0125 0.0162 0.0132 0.0162 0.0131 0.1232 0.0331 0.0331
(0.3, 0.7) 0.0146 0.0138 0.0114 0.0138 0.0113 0.1340 0.0384 0.0384
(0.25, 0.75) 0.0170 0.0116 0.0133 0.0116 0.0133 0.1444 0.0425 0.0425
(0.2, 0.8) 0.0216 0.0085 0.0135 0.0085 0.0134 0.1520 0.0407 0.0407
(0.15, 0.85) 0.0247 0.0072 0.0162 0.0072 0.0161 0.1636 0.0447 0.0447
(0.1, 0.9) 0.0283 0.0067 0.0180 0.0067 0.0179 0.1727 0.0492 0.0492
(0.05, 0.95) 0.0297 0.0080 0.0193 0.0080 0.0193 0.1821 0.0492 0.0492
(0.0, 1.0) 0.0009 0.0003 0.0116 0.0003 0.0115 0.1946 0.0571 0.0571
tot 0.0128 0.0137 0.0109 0.0137 0.0109 0.0927 0.0259 0.0259
![plot_delta](plot\delta_rcv1_CCAT_20_acc.png) ![plot_diagonal](plot\diagonal_rcv1_CCAT_20_acc.png) ![plot_shift](plot\shift_rcv1_CCAT_20_acc.png) > 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) 0.0010 0.0062 0.0088 0.0088
(0.95, 0.05) 0.0077 0.0108 0.0046 0.0046
(0.9, 0.1) 0.0129 0.0278 0.0080 0.0080
(0.85, 0.15) 0.0181 0.0442 0.0128 0.0128
(0.8, 0.2) 0.0248 0.0607 0.0194 0.0194
(0.75, 0.25) 0.0262 0.0767 0.0256 0.0256
(0.7, 0.3) 0.0372 0.0949 0.0348 0.0348
(0.65, 0.35) 0.0403 0.1132 0.0438 0.0438
(0.6, 0.4) 0.0505 0.1297 0.0509 0.0509
(0.55, 0.45) 0.0550 0.1455 0.0568 0.0568
(0.5, 0.5) 0.0716 0.1625 0.0633 0.0633
(0.45, 0.55) 0.0735 0.1798 0.0728 0.0728
(0.4, 0.6) 0.0795 0.1941 0.0748 0.0748
(0.35, 0.65) 0.0966 0.2130 0.0843 0.0843
(0.3, 0.7) 0.0945 0.2303 0.0916 0.0916
(0.25, 0.75) 0.1032 0.2474 0.1005 0.1005
(0.2, 0.8) 0.1081 0.2630 0.1064 0.1064
(0.15, 0.85) 0.1154 0.2804 0.1147 0.1147
(0.1, 0.9) 0.1080 0.2967 0.1204 0.1204
(0.05, 0.95) 0.0835 0.3117 0.1244 0.1244
(0.0, 1.0) 0.0321 0.3318 0.1336 0.1336
tot 0.0590 0.1629 0.0644 0.0644
![plot_delta](plot\delta_rcv1_CCAT_10_acc.png) ![plot_diagonal](plot\diagonal_rcv1_CCAT_10_acc.png) ![plot_shift](plot\shift_rcv1_CCAT_10_acc.png)