QuAcc/out/rcv1_CCAT.md

rcv1_CCAT

train: [0.09996662 0.90003338]
validation: [0.09996662 0.90003338]
evaluate_bin_sld: 198.301s
evaluate_mul_sld: 53.156s
kfcv: 41.095s
atc_mc: 42.167s
atc_ne: 41.909s
doc_feat: 35.796s
tot: 202.108s

	bin	mul	kfcv	atc_mc	atc_ne	doc_feat
(0.0, 1.0)	0.0048	0.0040	0.0866	0.0243	0.0243	0.0830
(0.05, 0.95)	0.0060	0.0072	0.0441	0.0134	0.0134	0.0407
(0.1, 0.9)	0.0084	0.0103	0.0032	0.0070	0.0070	0.0036
(0.15, 0.85)	0.0127	0.0172	0.0418	0.0090	0.0090	0.0450
(0.2, 0.8)	0.0184	0.0246	0.0841	0.0168	0.0168	0.0872
(0.25, 0.75)	0.0231	0.0318	0.1246	0.0239	0.0239	0.1276
(0.3, 0.7)	0.0313	0.0426	0.1678	0.0334	0.0334	0.1706
(0.35, 0.65)	0.0392	0.0536	0.2110	0.0422	0.0422	0.2137
(0.4, 0.6)	0.0418	0.0563	0.2528	0.0541	0.0541	0.2555
(0.45, 0.55)	0.0527	0.0715	0.2966	0.0622	0.0622	0.2991
(0.5, 0.5)	0.0569	0.0771	0.3383	0.0749	0.0749	0.3407
(0.55, 0.45)	0.0637	0.0867	0.3817	0.0847	0.0847	0.3840
(0.6, 0.4)	0.0727	0.0999	0.4250	0.0943	0.0943	0.4272
(0.65, 0.35)	0.0778	0.1062	0.4662	0.1040	0.1040	0.4683
(0.7, 0.3)	0.0825	0.1118	0.5099	0.1131	0.1131	0.5119
(0.75, 0.25)	0.0879	0.1197	0.5519	0.1217	0.1217	0.5537
(0.8, 0.2)	0.0887	0.1192	0.5945	0.1334	0.1334	0.5963
(0.85, 0.15)	0.0926	0.1269	0.6368	0.1426	0.1426	0.6384
(0.9, 0.1)	0.0887	0.1250	0.6791	0.1528	0.1528	0.6806
(0.95, 0.05)	0.0501	0.0961	0.7227	0.1614	0.1614	0.7241
(1.0, 0.0)	0.0004	0.0358	0.7631	0.1704	0.1704	0.7643

train: [0.19993324 0.80006676]
validation: [0.20010013 0.79989987]
evaluate_bin_sld: 199.250s
evaluate_mul_sld: 55.414s
kfcv: 41.131s
atc_mc: 42.125s
atc_ne: 41.892s
doc_feat: 35.279s
tot: 202.707s

	bin	mul	kfcv	atc_mc	atc_ne	doc_feat
(0.0, 1.0)	0.0055	0.0058	0.0915	0.0147	0.0147	0.0775
(0.05, 0.95)	0.0157	0.0084	0.0719	0.0130	0.0130	0.0581
(0.1, 0.9)	0.0154	0.0099	0.0503	0.0108	0.0108	0.0365
(0.15, 0.85)	0.0141	0.0111	0.0292	0.0104	0.0104	0.0158
(0.2, 0.8)	0.0120	0.0116	0.0103	0.0100	0.0100	0.0068
(0.25, 0.75)	0.0098	0.0124	0.0115	0.0091	0.0091	0.0243
(0.3, 0.7)	0.0079	0.0131	0.0312	0.0106	0.0106	0.0445
(0.35, 0.65)	0.0087	0.0154	0.0529	0.0097	0.0097	0.0660
(0.4, 0.6)	0.0074	0.0143	0.0729	0.0110	0.0110	0.0859
(0.45, 0.55)	0.0082	0.0148	0.0933	0.0111	0.0111	0.1062
(0.5, 0.5)	0.0081	0.0152	0.1152	0.0136	0.0136	0.1280
(0.55, 0.45)	0.0104	0.0164	0.1384	0.0147	0.0147	0.1511
(0.6, 0.4)	0.0108	0.0193	0.1567	0.0168	0.0168	0.1692
(0.65, 0.35)	0.0129	0.0212	0.1806	0.0196	0.0196	0.1930
(0.7, 0.3)	0.0134	0.0242	0.2005	0.0178	0.0178	0.2128
(0.75, 0.25)	0.0162	0.0238	0.2196	0.0201	0.0201	0.2318
(0.8, 0.2)	0.0161	0.0248	0.2425	0.0214	0.0214	0.2546
(0.85, 0.15)	0.0207	0.0320	0.2620	0.0227	0.0227	0.2740
(0.9, 0.1)	0.0233	0.0340	0.2841	0.0267	0.0267	0.2960
(0.95, 0.05)	0.0261	0.0393	0.3034	0.0274	0.0274	0.3151
(1.0, 0.0)	0.0019	0.0162	0.3217	0.0311	0.0311	0.3333

train: [0.29989987 0.70010013]
validation: [0.30006676 0.69993324]
evaluate_bin_sld: 197.848s
evaluate_mul_sld: 55.610s
kfcv: 40.783s
atc_mc: 42.124s
atc_ne: 41.370s
doc_feat: 35.340s
tot: 199.287s

	bin	mul	kfcv	atc_mc	atc_ne	doc_feat
(0.0, 1.0)	0.0051	0.0059	0.0530	0.0059	0.0059	0.0422
(0.05, 0.95)	0.0108	0.0082	0.0455	0.0063	0.0063	0.0347
(0.1, 0.9)	0.0127	0.0110	0.0356	0.0062	0.0062	0.0250
(0.15, 0.85)	0.0147	0.0145	0.0265	0.0076	0.0076	0.0160
(0.2, 0.8)	0.0158	0.0162	0.0173	0.0071	0.0071	0.0086
(0.25, 0.75)	0.0147	0.0158	0.0091	0.0070	0.0070	0.0075
(0.3, 0.7)	0.0134	0.0162	0.0073	0.0080	0.0080	0.0127
(0.35, 0.65)	0.0138	0.0178	0.0132	0.0100	0.0100	0.0230
(0.4, 0.6)	0.0130	0.0180	0.0204	0.0096	0.0096	0.0306
(0.45, 0.55)	0.0102	0.0149	0.0297	0.0102	0.0102	0.0397
(0.5, 0.5)	0.0094	0.0160	0.0405	0.0111	0.0111	0.0504
(0.55, 0.45)	0.0095	0.0135	0.0516	0.0123	0.0123	0.0615
(0.6, 0.4)	0.0086	0.0132	0.0596	0.0122	0.0122	0.0693
(0.65, 0.35)	0.0102	0.0123	0.0717	0.0149	0.0149	0.0814
(0.7, 0.3)	0.0098	0.0115	0.0797	0.0160	0.0160	0.0894
(0.75, 0.25)	0.0111	0.0108	0.0880	0.0160	0.0160	0.0975
(0.8, 0.2)	0.0112	0.0093	0.0996	0.0206	0.0206	0.1091
(0.85, 0.15)	0.0149	0.0119	0.1094	0.0197	0.0197	0.1187
(0.9, 0.1)	0.0167	0.0137	0.1178	0.0216	0.0216	0.1271
(0.95, 0.05)	0.0184	0.0145	0.1275	0.0222	0.0222	0.1367
(1.0, 0.0)	0.0007	0.0099	0.1371	0.0238	0.0238	0.1462

train: [0.40003338 0.59996662]
validation: [0.40003338 0.59996662]
evaluate_bin_sld: 197.597s
evaluate_mul_sld: 55.556s
kfcv: 40.650s
atc_mc: 41.687s
atc_ne: 41.375s
doc_feat: 34.998s
tot: 198.892s

	bin	mul	kfcv	atc_mc	atc_ne	doc_feat
(0.0, 1.0)	0.0013	0.0048	0.0194	0.0071	0.0071	0.0126
(0.05, 0.95)	0.0076	0.0084	0.0184	0.0071	0.0071	0.0111
(0.1, 0.9)	0.0092	0.0107	0.0161	0.0078	0.0078	0.0093
(0.15, 0.85)	0.0127	0.0149	0.0134	0.0070	0.0070	0.0077
(0.2, 0.8)	0.0183	0.0200	0.0110	0.0066	0.0066	0.0075
(0.25, 0.75)	0.0208	0.0230	0.0090	0.0075	0.0075	0.0069
(0.3, 0.7)	0.0235	0.0260	0.0080	0.0076	0.0076	0.0073
(0.35, 0.65)	0.0273	0.0306	0.0065	0.0079	0.0079	0.0095
(0.4, 0.6)	0.0296	0.0335	0.0074	0.0072	0.0072	0.0099
(0.45, 0.55)	0.0283	0.0313	0.0080	0.0085	0.0085	0.0116
(0.5, 0.5)	0.0267	0.0317	0.0087	0.0085	0.0085	0.0147
(0.55, 0.45)	0.0273	0.0331	0.0131	0.0086	0.0086	0.0196
(0.6, 0.4)	0.0239	0.0320	0.0136	0.0082	0.0082	0.0202
(0.65, 0.35)	0.0208	0.0290	0.0171	0.0084	0.0084	0.0241
(0.7, 0.3)	0.0186	0.0288	0.0213	0.0084	0.0084	0.0281
(0.75, 0.25)	0.0158	0.0261	0.0219	0.0090	0.0090	0.0288
(0.8, 0.2)	0.0130	0.0235	0.0269	0.0089	0.0089	0.0338
(0.85, 0.15)	0.0084	0.0180	0.0284	0.0083	0.0083	0.0352
(0.9, 0.1)	0.0057	0.0134	0.0322	0.0092	0.0092	0.0390
(0.95, 0.05)	0.0050	0.0091	0.0339	0.0101	0.0101	0.0406
(1.0, 0.0)	0.0007	0.0064	0.0379	0.0106	0.0106	0.0447

train: [0.5 0.5]
validation: [0.5 0.5]
evaluate_bin_sld: 197.283s
evaluate_mul_sld: 54.736s
kfcv: 40.375s
atc_mc: 41.898s
atc_ne: 41.366s
doc_feat: 35.145s
tot: 198.630s

	bin	mul	kfcv	atc_mc	atc_ne	doc_feat
(0.0, 1.0)	0.0004	0.0035	0.0257	0.0289	0.0289	0.0344
(0.05, 0.95)	0.0075	0.0085	0.0224	0.0253	0.0253	0.0310
(0.1, 0.9)	0.0081	0.0122	0.0205	0.0239	0.0239	0.0292
(0.15, 0.85)	0.0102	0.0148	0.0180	0.0205	0.0205	0.0267
(0.2, 0.8)	0.0139	0.0198	0.0165	0.0211	0.0211	0.0248
(0.25, 0.75)	0.0194	0.0245	0.0141	0.0170	0.0170	0.0224
(0.3, 0.7)	0.0230	0.0287	0.0137	0.0164	0.0164	0.0222
(0.35, 0.65)	0.0309	0.0338	0.0132	0.0168	0.0168	0.0210
(0.4, 0.6)	0.0350	0.0371	0.0097	0.0144	0.0144	0.0164
(0.45, 0.55)	0.0358	0.0390	0.0086	0.0125	0.0125	0.0150
(0.5, 0.5)	0.0369	0.0386	0.0073	0.0122	0.0122	0.0138
(0.55, 0.45)	0.0373	0.0398	0.0071	0.0110	0.0110	0.0128
(0.6, 0.4)	0.0368	0.0398	0.0064	0.0085	0.0085	0.0103
(0.65, 0.35)	0.0357	0.0385	0.0074	0.0103	0.0103	0.0105
(0.7, 0.3)	0.0319	0.0370	0.0067	0.0082	0.0082	0.0086
(0.75, 0.25)	0.0298	0.0358	0.0079	0.0066	0.0066	0.0070
(0.8, 0.2)	0.0235	0.0302	0.0073	0.0083	0.0083	0.0069
(0.85, 0.15)	0.0154	0.0244	0.0097	0.0077	0.0077	0.0066
(0.9, 0.1)	0.0083	0.0157	0.0108	0.0082	0.0082	0.0069
(0.95, 0.05)	0.0055	0.0098	0.0131	0.0080	0.0080	0.0066
(1.0, 0.0)	0.0007	0.0046	0.0145	0.0088	0.0088	0.0082

train: [0.59996662 0.40003338]
validation: [0.59996662 0.40003338]
evaluate_bin_sld: 194.960s
evaluate_mul_sld: 53.330s
kfcv: 40.320s
atc_mc: 41.904s
atc_ne: 41.423s
doc_feat: 35.289s
tot: 196.151s

	bin	mul	kfcv	atc_mc	atc_ne	doc_feat
(0.0, 1.0)	0.0003	0.0055	0.0815	0.0285	0.0285	0.0825
(0.05, 0.95)	0.0065	0.0127	0.0747	0.0278	0.0278	0.0758
(0.1, 0.9)	0.0072	0.0172	0.0677	0.0224	0.0224	0.0688
(0.15, 0.85)	0.0100	0.0257	0.0627	0.0218	0.0218	0.0638
(0.2, 0.8)	0.0135	0.0308	0.0548	0.0180	0.0180	0.0560
(0.25, 0.75)	0.0165	0.0338	0.0491	0.0160	0.0160	0.0503
(0.3, 0.7)	0.0205	0.0409	0.0438	0.0168	0.0168	0.0450
(0.35, 0.65)	0.0248	0.0459	0.0374	0.0156	0.0156	0.0386
(0.4, 0.6)	0.0284	0.0491	0.0277	0.0112	0.0112	0.0290
(0.45, 0.55)	0.0318	0.0515	0.0224	0.0099	0.0099	0.0237
(0.5, 0.5)	0.0342	0.0516	0.0159	0.0081	0.0081	0.0170
(0.55, 0.45)	0.0374	0.0519	0.0111	0.0073	0.0073	0.0121
(0.6, 0.4)	0.0410	0.0537	0.0069	0.0079	0.0079	0.0075
(0.65, 0.35)	0.0444	0.0517	0.0064	0.0076	0.0076	0.0064
(0.7, 0.3)	0.0438	0.0502	0.0100	0.0085	0.0085	0.0090
(0.75, 0.25)	0.0458	0.0483	0.0171	0.0089	0.0089	0.0157
(0.8, 0.2)	0.0412	0.0419	0.0218	0.0105	0.0105	0.0204
(0.85, 0.15)	0.0319	0.0348	0.0291	0.0117	0.0117	0.0276
(0.9, 0.1)	0.0192	0.0254	0.0358	0.0147	0.0147	0.0343
(0.95, 0.05)	0.0079	0.0154	0.0427	0.0166	0.0166	0.0412
(1.0, 0.0)	0.0005	0.0034	0.0490	0.0190	0.0190	0.0474

train: [0.69993324 0.30006676]
validation: [0.70010013 0.29989987]
evaluate_bin_sld: 196.856s
evaluate_mul_sld: 54.245s
kfcv: 41.167s
atc_mc: 42.203s
atc_ne: 41.565s
doc_feat: 34.998s
tot: 198.332s

	bin	mul	kfcv	atc_mc	atc_ne	doc_feat
(0.0, 1.0)	0.0003	0.0071	0.1570	0.0625	0.0625	0.1677
(0.05, 0.95)	0.0089	0.0102	0.1428	0.0548	0.0548	0.1536
(0.1, 0.9)	0.0078	0.0121	0.1327	0.0521	0.0521	0.1435
(0.15, 0.85)	0.0073	0.0155	0.1227	0.0517	0.0517	0.1336
(0.2, 0.8)	0.0081	0.0196	0.1094	0.0464	0.0464	0.1203
(0.25, 0.75)	0.0095	0.0225	0.1001	0.0427	0.0427	0.1111
(0.3, 0.7)	0.0117	0.0272	0.0885	0.0400	0.0400	0.0995
(0.35, 0.65)	0.0131	0.0309	0.0774	0.0368	0.0368	0.0885
(0.4, 0.6)	0.0144	0.0333	0.0626	0.0307	0.0307	0.0737
(0.45, 0.55)	0.0179	0.0365	0.0528	0.0297	0.0297	0.0640
(0.5, 0.5)	0.0183	0.0359	0.0418	0.0259	0.0259	0.0531
(0.55, 0.45)	0.0189	0.0369	0.0313	0.0222	0.0222	0.0426
(0.6, 0.4)	0.0220	0.0379	0.0201	0.0190	0.0190	0.0314
(0.65, 0.35)	0.0218	0.0364	0.0104	0.0160	0.0160	0.0208
(0.7, 0.3)	0.0229	0.0371	0.0067	0.0119	0.0119	0.0096
(0.75, 0.25)	0.0250	0.0378	0.0161	0.0101	0.0101	0.0067
(0.8, 0.2)	0.0237	0.0333	0.0259	0.0082	0.0082	0.0143
(0.85, 0.15)	0.0227	0.0282	0.0381	0.0060	0.0060	0.0265
(0.9, 0.1)	0.0180	0.0202	0.0499	0.0049	0.0049	0.0382
(0.95, 0.05)	0.0097	0.0117	0.0607	0.0072	0.0072	0.0489
(1.0, 0.0)	0.0014	0.0024	0.0724	0.0103	0.0103	0.0606

train: [0.79989987 0.20010013]
validation: [0.80006676 0.19993324]
evaluate_bin_sld: 197.725s
evaluate_mul_sld: 53.526s
kfcv: 40.971s
atc_mc: 41.975s
atc_ne: 41.358s
doc_feat: 35.091s
tot: 199.051s

	bin	mul	kfcv	atc_mc	atc_ne	doc_feat
(0.0, 1.0)	0.0009	0.0082	0.3148	0.0571	0.0571	0.3213
(0.05, 0.95)	0.0297	0.0223	0.2925	0.0492	0.0492	0.2991
(0.1, 0.9)	0.0283	0.0209	0.2733	0.0493	0.0493	0.2800
(0.15, 0.85)	0.0247	0.0182	0.2528	0.0447	0.0447	0.2596
(0.2, 0.8)	0.0216	0.0156	0.2328	0.0407	0.0407	0.2397
(0.25, 0.75)	0.0170	0.0136	0.2136	0.0425	0.0425	0.2205
(0.3, 0.7)	0.0146	0.0126	0.1941	0.0384	0.0384	0.2012
(0.35, 0.65)	0.0125	0.0113	0.1734	0.0331	0.0331	0.1806
(0.4, 0.6)	0.0113	0.0110	0.1510	0.0272	0.0272	0.1583
(0.45, 0.55)	0.0093	0.0135	0.1328	0.0247	0.0247	0.1402
(0.5, 0.5)	0.0088	0.0135	0.1131	0.0222	0.0222	0.1206
(0.55, 0.45)	0.0092	0.0155	0.0919	0.0207	0.0207	0.0995
(0.6, 0.4)	0.0092	0.0173	0.0742	0.0190	0.0190	0.0819
(0.65, 0.35)	0.0087	0.0178	0.0544	0.0161	0.0161	0.0621
(0.7, 0.3)	0.0093	0.0197	0.0323	0.0124	0.0124	0.0401
(0.75, 0.25)	0.0101	0.0218	0.0114	0.0093	0.0093	0.0187
(0.8, 0.2)	0.0117	0.0208	0.0098	0.0088	0.0088	0.0063
(0.85, 0.15)	0.0103	0.0178	0.0285	0.0064	0.0064	0.0204
(0.9, 0.1)	0.0103	0.0164	0.0480	0.0062	0.0062	0.0398
(0.95, 0.05)	0.0092	0.0117	0.0684	0.0071	0.0071	0.0601
(1.0, 0.0)	0.0011	0.0019	0.0887	0.0097	0.0097	0.0803

train: [0.90003338 0.09996662]
validation: [0.90003338 0.09996662]
evaluate_bin_sld: 201.315s
evaluate_mul_sld: 50.974s
kfcv: 40.175s
atc_mc: 41.663s
atc_ne: 41.058s
doc_feat: 35.055s
tot: 202.573s

	bin	mul	kfcv	atc_mc	atc_ne	doc_feat
(0.0, 1.0)	0.0321	0.0184	0.6421	0.1336	0.1336	0.6454
(0.05, 0.95)	0.0835	0.0729	0.6056	0.1244	0.1244	0.6090
(0.1, 0.9)	0.1080	0.0976	0.5703	0.1204	0.1204	0.5739
(0.15, 0.85)	0.1154	0.0971	0.5354	0.1147	0.1147	0.5390
(0.2, 0.8)	0.1081	0.0916	0.5007	0.1064	0.1064	0.5045
(0.25, 0.75)	0.1032	0.0830	0.4632	0.1005	0.1005	0.4671
(0.3, 0.7)	0.0945	0.0775	0.4274	0.0916	0.0916	0.4313
(0.35, 0.65)	0.0966	0.0709	0.3914	0.0843	0.0843	0.3954
(0.4, 0.6)	0.0795	0.0639	0.3543	0.0748	0.0748	0.3584
(0.45, 0.55)	0.0735	0.0533	0.3210	0.0728	0.0728	0.3253
(0.5, 0.5)	0.0716	0.0473	0.2829	0.0633	0.0633	0.2873
(0.55, 0.45)	0.0550	0.0393	0.2465	0.0568	0.0568	0.2509
(0.6, 0.4)	0.0505	0.0317	0.2117	0.0509	0.0509	0.2162
(0.65, 0.35)	0.0403	0.0226	0.1741	0.0438	0.0438	0.1788
(0.7, 0.3)	0.0372	0.0178	0.1387	0.0348	0.0348	0.1434
(0.75, 0.25)	0.0262	0.0122	0.1009	0.0256	0.0256	0.1057
(0.8, 0.2)	0.0248	0.0110	0.0651	0.0194	0.0194	0.0701
(0.85, 0.15)	0.0181	0.0075	0.0298	0.0128	0.0128	0.0348
(0.9, 0.1)	0.0129	0.0093	0.0069	0.0080	0.0080	0.0037
(0.95, 0.05)	0.0077	0.0085	0.0426	0.0046	0.0046	0.0373
(1.0, 0.0)	0.0010	0.0010	0.0789	0.0088	0.0088	0.0735