siwoco-svalex-d-topic-bigram-compact-nh.csv-mlp-1000_700_200_0.001.pickle Confusion matrix 782 29 14 44 63 53 1938 52 167 257 29 22 2772 374 575 9 20 92 3718 827 1 4 36 410 3334 ************************************************************ Recall Precision F1 A1 0.839055793991 0.894736842105 0.866002214839 A2 0.785569517633 0.962742175857 0.865178571429 B1 0.734888653234 0.934592043156 0.822796081923 B2 0.796828118303 0.788881816253 0.792835057042 C1 0.880845442536 0.659414556962 0.754213324285 ------------------------------------------------------------ Average F1: 0.820205049904 Best classifier: siwoco-svalex-d-topic-bigram-compact-nh.csv-mlp-1000_700_200_0.001.pickle siwoco-svalex-d-topic-bigram-compact-nh.csv-mlp-1000_500_200_0.001.pickle Confusion matrix 809 13 8 76 26 84 1878 48 351 106 37 35 2745 741 214 15 15 75 4300 261 1 11 44 958 2771 ************************************************************ Recall Precision F1 A1 0.868025751073 0.855179704017 0.86155484558 A2 0.761248479935 0.962090163934 0.849966055669 B1 0.727730646872 0.940068493151 0.820382546324 B2 0.921560222889 0.669156551509 0.775333573747 C1 0.732100396301 0.820307874482 0.773698171157 ------------------------------------------------------------ Average F1: 0.816187038495 Best classifier: siwoco-svalex-d-topic-bigram-compact-nh.csv-mlp-1000_500_200_0.001.pickle siwoco-svalex-d-topic-bigram-compact-nh.csv-mlp-1000_700_500_200_0.001.pickle Confusion matrix 796 14 17 58 47 37 1964 53 208 205 19 12 2870 404 467 9 11 92 3960 594 2 5 51 478 3249 ************************************************************ Recall Precision F1 A1 0.854077253219 0.922363847045 0.886908077994 A2 0.796108633968 0.979062811565 0.878157835904 B1 0.760869565217 0.930911449886 0.837345003647 B2 0.848692670381 0.775254502741 0.810313075506 C1 0.858388375165 0.712187637001 0.778483287409 ------------------------------------------------------------ Average F1: 0.838241456092 Best classifier: siwoco-svalex-d-topic-bigram-compact-nh.csv-mlp-1000_700_500_200_0.001.pickle siwoco-svalex-d-topic-bigram-compact-nh.csv-mlp-1000_700_200_50_0.001.pickle Confusion matrix 795 21 14 60 42 41 1983 28 261 154 22 24 2813 586 327 11 12 49 4188 406 3 8 22 677 3075 ************************************************************ Recall Precision F1 A1 0.853004291845 0.911697247706 0.881374722838 A2 0.803810295906 0.96826171875 0.878405315615 B1 0.745758218452 0.961380724539 0.839952224545 B2 0.897556793828 0.725571725572 0.802452577122 C1 0.812417437252 0.767982017982 0.789575041726 ------------------------------------------------------------ Average F1: 0.838351976369 Best classifier: siwoco-svalex-d-topic-bigram-compact-nh.csv-mlp-1000_700_200_50_0.001.pickle siwoco-svalex-d-topic-bigram-compact-nh.csv-mlp-1000_500_200_50_0.001.pickle Confusion matrix 800 8 32 55 37 37 1996 73 223 138 14 14 3014 458 272 8 18 169 4111 360 0 9 129 556 3091 ************************************************************ Recall Precision F1 A1 0.858369098712 0.93131548312 0.893355667225 A2 0.809079854074 0.976039119804 0.88475177305 B1 0.799045599152 0.882060286801 0.838503268883 B2 0.881054436348 0.760873588747 0.816565696693 C1 0.816644649934 0.792970754233 0.804633606664 ------------------------------------------------------------ Average F1: 0.847562002503 Best classifier: siwoco-svalex-d-topic-bigram-compact-nh.csv-mlp-1000_500_200_50_0.001.pickle siwoco-svalex-d-topic-bigram-compact-nh.csv-mlp-1000_500_200_100_0.001.pickle Confusion matrix 823 6 21 51 31 43 2004 63 207 150 15 13 2986 409 349 12 21 106 4087 440 6 17 82 508 3172 ************************************************************ Recall Precision F1 A1 0.8830472103 0.915461624027 0.898962315674 A2 0.8123226591 0.972343522562 0.885159010601 B1 0.791622481442 0.916513198281 0.849502133713 B2 0.875910844406 0.776700874192 0.823327961322 C1 0.838044914135 0.76581361661 0.80030276271 ------------------------------------------------------------ Average F1: 0.851450836804 Best classifier: siwoco-svalex-d-topic-bigram-compact-nh.csv-mlp-1000_500_200_100_0.001.pickle siwoco-svalex-d-topic-bigram-compact-nh.csv-mlp-1000_500_200_100_50_0.001.pickle Confusion matrix 794 24 36 45 33 35 2053 83 178 118 12 28 3122 338 272 13 48 236 4029 340 6 45 200 458 3076 ************************************************************ Recall Precision F1 A1 0.851931330472 0.923255813953 0.886160714286 A2 0.832184839887 0.934030937216 0.880171489818 B1 0.827677624602 0.84906173511 0.838233319909 B2 0.863480497214 0.798137876387 0.829524397776 C1 0.812681638045 0.801250325606 0.806925498426 ------------------------------------------------------------ Average F1: 0.848203084043 Best classifier: siwoco-svalex-d-topic-bigram-compact-nh.csv-mlp-1000_500_200_100_50_0.001.pickle siwoco-svalex-d-topic-bigram-compact-nh.csv-mlp-1000_700_500_200_100_50_0.001.pickle Confusion matrix 808 16 26 41 41 37 2068 42 149 171 10 37 2974 321 430 16 48 112 3977 513 0 26 76 362 3321 ************************************************************ Recall Precision F1 A1 0.8669527897 0.92766934558 0.896283971159 A2 0.838265099311 0.942141230068 0.887172887173 B1 0.788441145281 0.920743034056 0.849471579549 B2 0.852336048007 0.82 0.835855401429 C1 0.877410832232 0.741957104558 0.804018883912 ------------------------------------------------------------ Average F1: 0.854560544644 Best classifier: siwoco-svalex-d-topic-bigram-compact-nh.csv-mlp-1000_700_500_200_100_50_0.001.pickle siwoco-svalex-d-topic-bigram-compact-nh.csv-mlp-1000_700_200_0.01.pickle Confusion matrix 769 26 23 49 65 135 1778 91 175 288 55 37 2643 352 685 24 50 112 3500 980 3 13 61 376 3332 ************************************************************ Recall Precision F1 A1 0.825107296137 0.779918864097 0.801876955162 A2 0.720713417106 0.933823529412 0.813543811485 B1 0.700689289502 0.90204778157 0.788719785139 B2 0.750107158165 0.786163522013 0.767712217592 C1 0.880317040951 0.622803738318 0.729501915709 ------------------------------------------------------------ Average F1: 0.780270937017 Best classifier: siwoco-svalex-d-topic-bigram-compact-nh.csv-mlp-1000_700_200_0.01.pickle siwoco-svalex-d-topic-bigram-compact-nh.csv-mlp-1000_500_200_0.01.pickle Confusion matrix 728 69 25 55 55 101 1813 76 245 232 48 73 2589 550 512 24 40 88 3818 696 7 14 43 682 3039 ************************************************************ Recall Precision F1 A1 0.781115879828 0.801762114537 0.791304347826 A2 0.734900689096 0.90243902439 0.810098302055 B1 0.686373276776 0.917759659695 0.78537843167 B2 0.818259751393 0.713644859813 0.762380191693 C1 0.802906208719 0.670269078077 0.730616660656 ------------------------------------------------------------ Average F1: 0.77595558678 Best classifier: siwoco-svalex-d-topic-bigram-compact-nh.csv-mlp-1000_500_200_0.01.pickle siwoco-svalex-d-topic-bigram-compact-nh.csv-mlp-1000_700_500_200_0.01.pickle