 | Run 26930 |
| Creator | pepin_de_landen |
| Program | bonzaiboost-n200-d2 |
| Dataset | npchunking-100.nounk.noanc |
| Task type | MulticlassClassification |
| Created | 320d11h ago |
| Download | Login required! |
Done! 
| 35m15s | |
| 404M | |
| MulticlassClassification | |
| 32m38s | |
| 0.024 | |
| 1m55s | |
| 0.025 | |
| 26s |
Log file
... (lines omitted) ... --[AT=1]--- Start Node with 211220 exemples, Depth=1 xxx Q with gain(0.0000) error(0.9965) name=[TXT:885] Run weak tree 167 --[AT=1]--- Start Node with 211727 exemples, Depth=0 xxx Q with gain(0.0000) error(0.9995) name=[TXT:499] --[AT=1]--- Start Node with 371 exemples, Depth=1 xxx Q with gain(0.0000) error(0.0009) name=[TXT:33] --[AT=1]--- Start Node with 211356 exemples, Depth=1 xxx Q with gain(0.0000) error(0.9977) name=[TXT:1447] Run weak tree 168 --[AT=1]--- Start Node with 211727 exemples, Depth=0 xxx Q with gain(0.0000) error(0.9995) name=[TXT:320] --[AT=1]--- Start Node with 650 exemples, Depth=1 xxx Q with gain(0.0000) error(0.0059) name=[TXT:38] --[AT=1]--- Start Node with 211077 exemples, Depth=1 xxx Q with gain(0.0000) error(0.9925) name=[TXT:1149] Run weak tree 169 --[AT=1]--- Start Node with 211727 exemples, Depth=0 xxx Q with gain(0.0000) error(0.9995) name=[TXT:172] --[AT=1]--- Start Node with 1045 exemples, Depth=1 xxx Q with gain(0.0000) error(0.0036) name=[TXT:51] --[AT=1]--- Start Node with 210682 exemples, Depth=1 xxx Q with gain(0.0000) error(0.9949) name=[TXT:1339] Run weak tree 170 --[AT=1]--- Start Node with 211727 exemples, Depth=0 xxx Q with gain(0.0000) error(0.9995) name=[TXT:1443] --[AT=1]--- Start Node with 151 exemples, Depth=1 xxx Q with gain(0.0000) error(0.0006) name=[TXT:57] --[AT=1]--- Start Node with 211576 exemples, Depth=1 xxx Q with gain(0.0000) error(0.9983) name=[TXT:12] Run weak tree 171 --[AT=1]--- Start Node with 211727 exemples, Depth=0 xxx Q with gain(0.0000) error(0.9995) name=[TXT:931] --[AT=1]--- Start Node with 122 exemples, Depth=1 xxx Q with gain(0.0000) error(0.0001) name=[TXT:33] --[AT=1]--- Start Node with 211605 exemples, Depth=1 xxx Q with gain(0.0000) error(0.9989) name=[TXT:802] Run weak tree 172 --[AT=1]--- Start Node with 211727 exemples, Depth=0 xxx Q with gain(0.0000) error(0.9995) name=[TXT:18] --[AT=1]--- Start Node with 16437 exemples, Depth=1 xxx Q with gain(0.0000) error(0.0481) name=[TXT:139] --[AT=1]--- Start Node with 195290 exemples, Depth=1 xxx Q with gain(0.0000) error(0.9482) name=[TXT:214] Run weak tree 173 --[AT=1]--- Start Node with 211727 exemples, Depth=0 xxx Q with gain(0.0000) error(0.9995) name=[TXT:629] --[AT=1]--- Start Node with 886 exemples, Depth=1 xxx Q with gain(0.0000) error(0.0077) name=[TXT:12] --[AT=1]--- Start Node with 210841 exemples, Depth=1 xxx Q with gain(0.0000) error(0.9903) name=[TXT:33] Run weak tree 174 --[AT=1]--- Start Node with 211727 exemples, Depth=0 xxx Q with gain(0.0000) error(0.9994) name=[TXT:14] --[AT=1]--- Start Node with 30133 exemples, Depth=1 xxx Q with gain(0.0000) error(0.1742) name=[TXT:5] --[AT=1]--- Start Node with 181594 exemples, Depth=1 xxx Q with gain(0.0000) error(0.8182) name=[TXT:5] Run weak tree 175 --[AT=1]--- Start Node with 211727 exemples, Depth=0 xxx Q with gain(0.0000) error(0.9995) name=[TXT:219] --[AT=1]--- Start Node with 431 exemples, Depth=1 xxx Q with gain(0.0000) error(0.0019) name=[TXT:45] --[AT=1]--- Start Node with 211296 exemples, Depth=1 xxx Q with gain(0.0000) error(0.9962) name=[TXT:247] Run weak tree 176 --[AT=1]--- Start Node with 211727 exemples, Depth=0 xxx Q with gain(0.0000) error(0.9995) name=[TXT:890] --[AT=1]--- Start Node with 819 exemples, Depth=1 xxx Q with gain(0.0000) error(0.0039) name=[TXT:1012] --[AT=1]--- Start Node with 210908 exemples, Depth=1 xxx Q with gain(0.0000) error(0.9947) name=[TXT:1440] Run weak tree 177 --[AT=1]--- Start Node with 211727 exemples, Depth=0 xxx Q with gain(0.0000) error(0.9994) name=[TXT:371] --[AT=1]--- Start Node with 454 exemples, Depth=1 xxx Q with gain(0.0000) error(0.0008) name=[TXT:54] --[AT=1]--- Start Node with 211273 exemples, Depth=1 xxx Q with gain(0.0000) error(0.9976) name=[TXT:1593] Run weak tree 178 --[AT=1]--- Start Node with 211727 exemples, Depth=0 xxx Q with gain(0.0000) error(0.9995) name=[TXT:845] --[AT=1]--- Start Node with 396 exemples, Depth=1 xxx Q with gain(0.0000) error(0.0015) name=[TXT:163] --[AT=1]--- Start Node with 211331 exemples, Depth=1 xxx Q with gain(0.0000) error(0.9971) name=[TXT:1206] Run weak tree 179 --[AT=1]--- Start Node with 211727 exemples, Depth=0 xxx Q with gain(0.0000) error(0.9995) name=[TXT:458] --[AT=1]--- Start Node with 206 exemples, Depth=1 xxx Q with gain(0.0000) error(0.0000) name=[TXT:27] --[AT=1]--- Start Node with 211521 exemples, Depth=1 xxx Q with gain(0.0000) error(0.9989) name=[TXT:299] Run weak tree 180 --[AT=1]--- Start Node with 211727 exemples, Depth=0 xxx Q with gain(0.0000) error(0.9995) name=[TXT:939] --[AT=1]--- Start Node with 331 exemples, Depth=1 xxx Q with gain(0.0000) error(0.0023) name=[TXT:239] --[AT=1]--- Start Node with 211396 exemples, Depth=1 xxx Q with gain(0.0000) error(0.9965) name=[TXT:181] Run weak tree 181 --[AT=1]--- Start Node with 211727 exemples, Depth=0 xxx Q with gain(0.0000) error(0.9995) name=[TXT:15] --[AT=1]--- Start Node with 3398 exemples, Depth=1 xxx Q with gain(0.0000) error(0.0007) name=[TXT:346] --[AT=1]--- Start Node with 208329 exemples, Depth=1 xxx Q with gain(0.0000) error(0.9978) name=[TXT:1529] Run weak tree 182 --[AT=1]--- Start Node with 211727 exemples, Depth=0 xxx Q with gain(0.0000) error(0.9996) name=[TXT:137] --[AT=1]--- Start Node with 1855 exemples, Depth=1 xxx Q with gain(0.0000) error(0.0079) name=[TXT:1352] --[AT=1]--- Start Node with 209872 exemples, Depth=1 xxx Q with gain(0.0000) error(0.9906) name=[TXT:79] Run weak tree 183 --[AT=1]--- Start Node with 211727 exemples, Depth=0 xxx Q with gain(0.0000) error(0.9996) name=[TXT:276] --[AT=1]--- Start Node with 337 exemples, Depth=1 xxx Q with gain(0.0000) error(0.0013) name=[TXT:322] --[AT=1]--- Start Node with 211390 exemples, Depth=1 xxx Q with gain(0.0000) error(0.9974) name=[TXT:262] Run weak tree 184 --[AT=1]--- Start Node with 211727 exemples, Depth=0 xxx Q with gain(0.0000) error(0.9995) name=[TXT:591] --[AT=1]--- Start Node with 1790 exemples, Depth=1 xxx Q with gain(0.0000) error(0.0111) name=[TXT:22] --[AT=1]--- Start Node with 209937 exemples, Depth=1 xxx Q with gain(0.0000) error(0.9841) name=[TXT:239] Run weak tree 185 --[AT=1]--- Start Node with 211727 exemples, Depth=0 xxx Q with gain(0.0000) error(0.9994) name=[TXT:264] --[AT=1]--- Start Node with 3272 exemples, Depth=1 xxx Q with gain(0.0000) error(0.0382) name=[TXT:25] --[AT=1]--- Start Node with 208455 exemples, Depth=1 xxx Q with gain(0.0000) error(0.9589) name=[TXT:239] Run weak tree 186 --[AT=1]--- Start Node with 211727 exemples, Depth=0 xxx Q with gain(0.0000) error(0.9995) name=[TXT:1368] --[AT=1]--- Start Node with 173 exemples, Depth=1 xxx Q with gain(0.0000) error(0.0009) name=[TXT:587] --[AT=1]--- Start Node with 211554 exemples, Depth=1 xxx Q with gain(0.0000) error(0.9980) name=[TXT:453] Run weak tree 187 --[AT=1]--- Start Node with 211727 exemples, Depth=0 xxx Q with gain(0.0000) error(0.9995) name=[TXT:1286] --[AT=1]--- Start Node with 161 exemples, Depth=1 xxx Q with gain(0.0000) error(0.0002) name=[TXT:28] --[AT=1]--- Start Node with 211566 exemples, Depth=1 xxx Q with gain(0.0000) error(0.9985) name=[TXT:1032] Run weak tree 188 --[AT=1]--- Start Node with 211727 exemples, Depth=0 xxx Q with gain(0.0000) error(0.9996) name=[TXT:60] --[AT=1]--- Start Node with 4989 exemples, Depth=1 xxx Q with gain(0.0000) error(0.0209) name=[TXT:126] --[AT=1]--- Start Node with 206738 exemples, Depth=1 xxx Q with gain(0.0000) error(0.9772) name=[TXT:171] Run weak tree 189 --[AT=1]--- Start Node with 211727 exemples, Depth=0 xxx Q with gain(0.0000) error(0.9995) name=[TXT:161] --[AT=1]--- Start Node with 2914 exemples, Depth=1 xxx Q with gain(0.0000) error(0.0136) name=[TXT:33] --[AT=1]--- Start Node with 208813 exemples, Depth=1 xxx Q with gain(0.0000) error(0.9842) name=[TXT:133] Run weak tree 190 --[AT=1]--- Start Node with 211727 exemples, Depth=0 xxx Q with gain(0.0000) error(0.9996) name=[TXT:1159] --[AT=1]--- Start Node with 664 exemples, Depth=1 xxx Q with gain(0.0000) error(0.0062) name=[TXT:33] --[AT=1]--- Start Node with 211063 exemples, Depth=1 xxx Q with gain(0.0000) error(0.9913) name=[TXT:892] Run weak tree 191 --[AT=1]--- Start Node with 211727 exemples, Depth=0 xxx Q with gain(0.0000) error(0.9995) name=[TXT:520] --[AT=1]--- Start Node with 1744 exemples, Depth=1 xxx Q with gain(0.0000) error(0.0117) name=[TXT:16] --[AT=1]--- Start Node with 209983 exemples, Depth=1 xxx Q with gain(0.0000) error(0.9858) name=[TXT:306] Run weak tree 192 --[AT=1]--- Start Node with 211727 exemples, Depth=0 xxx Q with gain(0.0000) error(0.9995) name=[TXT:156] --[AT=1]--- Start Node with 4295 exemples, Depth=1 xxx Q with gain(0.0000) error(0.0112) name=[TXT:19] --[AT=1]--- Start Node with 207432 exemples, Depth=1 xxx Q with gain(0.0000) error(0.9857) name=[TXT:859] Run weak tree 193 --[AT=1]--- Start Node with 211727 exemples, Depth=0 xxx Q with gain(0.0000) error(0.9996) name=[TXT:1003] --[AT=1]--- Start Node with 106 exemples, Depth=1 xxx Q with gain(0.0000) error(0.0000) name=[TXT:1] --[AT=1]--- Start Node with 211621 exemples, Depth=1 xxx Q with gain(0.0000) error(0.9991) name=[TXT:150] Run weak tree 194 --[AT=1]--- Start Node with 211727 exemples, Depth=0 xxx Q with gain(0.0000) error(0.9996) name=[TXT:1503] --[AT=1]--- Start Node with 105 exemples, Depth=1 xxx Q with gain(0.0000) error(0.0003) name=[TXT:346] --[AT=1]--- Start Node with 211622 exemples, Depth=1 xxx Q with gain(0.0000) error(0.9986) name=[TXT:1276] Run weak tree 195 --[AT=1]--- Start Node with 211727 exemples, Depth=0 xxx Q with gain(0.0000) error(0.9996) name=[TXT:1070] --[AT=1]--- Start Node with 215 exemples, Depth=1 xxx Q with gain(0.0000) error(0.0000) name=[TXT:33] --[AT=1]--- Start Node with 211512 exemples, Depth=1 xxx Q with gain(0.0000) error(0.9990) name=[TXT:624] Run weak tree 196 --[AT=1]--- Start Node with 211727 exemples, Depth=0 xxx Q with gain(0.0000) error(0.9996) name=[TXT:197] --[AT=1]--- Start Node with 659 exemples, Depth=1 xxx Q with gain(0.0000) error(0.0026) name=[TXT:198] --[AT=1]--- Start Node with 211068 exemples, Depth=1 xxx Q with gain(0.0000) error(0.9962) name=[TXT:1496] Run weak tree 197 --[AT=1]--- Start Node with 211727 exemples, Depth=0 xxx Q with gain(0.0000) error(0.9996) name=[TXT:958] --[AT=1]--- Start Node with 470 exemples, Depth=1 xxx Q with gain(0.0000) error(0.0000) name=[TXT:10] --[AT=1]--- Start Node with 211257 exemples, Depth=1 xxx Q with gain(0.0000) error(0.9991) name=[TXT:1207] Run weak tree 198 --[AT=1]--- Start Node with 211727 exemples, Depth=0 xxx Q with gain(0.0000) error(0.9996) name=[TXT:714] --[AT=1]--- Start Node with 360 exemples, Depth=1 xxx Q with gain(0.0000) error(0.0006) name=[TXT:1545] --[AT=1]--- Start Node with 211367 exemples, Depth=1 xxx Q with gain(0.0000) error(0.9984) name=[TXT:407] Run weak tree 199 --[AT=1]--- Start Node with 211727 exemples, Depth=0 xxx Q with gain(0.0000) error(0.9996) name=[TXT:62] --[AT=1]--- Start Node with 2459 exemples, Depth=1 xxx Q with gain(0.0000) error(0.0247) name=[TXT:341] --[AT=1]--- Start Node with 209268 exemples, Depth=1 xxx Q with gain(0.0000) error(0.9733) name=[TXT:318] run finished === END program1: ./run learn ../dataset2/train --- OK [1958s] ===== MAIN: predict/evaluate on train data ===== === START program3: ./run stripLabels ../dataset2/train ../program0/evalTrain.in === END program3: ./run stripLabels ../dataset2/train ../program0/evalTrain.in --- OK [1s] === START program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out Read on stdin: 0 10 20 30 40 50 60 70 80 90 100 110 120 130 140 150 160 170 180 190 200 210 220 230 240 250 260 270 280 290 300 310 320 330 340 350 360 370 380 390 400 410 420 430 440 450 460 470 480 490 500 510 520 530 540 550 560 570 580 590 600 610 620 630 640 650 660 670 680 690 700 710 720 730 740 750 760 770 780 790 800 810 820 830 840 850 860 870 880 890 900 910 920 930 940 950 960 970 980 990 1000 1010 1020 1030 1040 1050 1060 1070 1080 1090 1100 1110 1120 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features:1693 Text features:1693 Num features:0 Scored features:0 Load data: 0 0 1000 2000 3000 4000 5000 6000 7000 8000 9000 10000 11000 12000 13000 14000 15000 16000 17000 18000 19000 20000 21000 22000 23000 24000 25000 26000 27000 28000 29000 30000 31000 32000 33000 34000 35000 36000 37000 38000 39000 40000 41000 42000 43000 44000 45000 46000 47000 48000 49000 50000 51000 52000 53000 54000 55000 56000 57000 58000 59000 60000 61000 62000 63000 64000 65000 66000 67000 68000 69000 70000 71000 72000 73000 74000 75000 76000 77000 78000 79000 80000 81000 82000 83000 84000 85000 86000 87000 88000 89000 90000 91000 92000 93000 94000 95000 96000 97000 98000 99000 100000 101000 102000 103000 104000 105000 106000 107000 108000 109000 110000 111000 112000 113000 114000 115000 116000 117000 118000 119000 120000 121000 122000 123000 124000 125000 126000 127000 128000 129000 130000 131000 132000 133000 134000 135000 136000 137000 138000 139000 140000 141000 142000 143000 144000 145000 146000 147000 148000 149000 150000 151000 152000 153000 154000 155000 156000 157000 158000 159000 160000 161000 162000 163000 164000 165000 166000 167000 168000 169000 170000 171000 172000 173000 174000 175000 176000 177000 178000 179000 180000 181000 182000 183000 184000 185000 186000 187000 188000 189000 190000 191000 192000 193000 194000 195000 196000 197000 198000 199000 200000 201000 202000 203000 204000 205000 206000 207000 208000 209000 210000 211000 211727 0 Go 3 Mo 387 Ko 632 octets Load round: 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 Example Error statistics |-------|------------|------------|------------|------------|------------|------------|------------|------------| | Label | HYP | REF | Correct | Err | Precision | Recall | F-Measure | CER | |-------|------------|------------|------------|------------|------------|------------|------------|------------| | 1 | 54315 | 211727 | 54315 | 157412 | 100.00 | 25.65 | 40.83 | 74.35 | |-------|------------|------------|------------|------------|------------|------------|------------|------------| | 2 | 94292 | 0 | 0 | 94292 | 0.00 | 100.00 | 0.00 | 9429200.00 | |-------|------------|------------|------------|------------|------------|------------|------------|------------| | 3 | 63120 | 0 | 0 | 63120 | 0.00 | 100.00 | 0.00 | 6312000.00 | |-------|------------|------------|------------|------------|------------|------------|------------|------------| | All | 211727 | 211727 | 54315 | 157412 | 25.65 | 25.65 | 25.65 | 74.35 | |-------|------------|------------|------------|------------|------------|------------|------------|------------| === END program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out --- OK [115s] === START program4: ./run evaluate ../dataset2/train ../program0/evalTrain.out === END program4: ./run evaluate ../dataset2/train ../program0/evalTrain.out --- OK [15s] ===== MAIN: predict/evaluate on test data ===== === START program3: ./run stripLabels ../dataset2/test ../program0/evalTest.in === END program3: ./run stripLabels ../dataset2/test ../program0/evalTest.in --- OK [0s] === START program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out Read on stdin: 0 10 20 30 40 50 60 70 80 90 100 110 120 130 140 150 160 170 180 190 200 210 220 230 240 250 260 270 280 290 300 310 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features:1692 Text features:1693 Num features:0 Scored features:0 Load data: 0 0 1000 2000 3000 4000 5000 6000 7000 8000 9000 10000 11000 12000 13000 14000 15000 16000 17000 18000 19000 20000 21000 22000 23000 24000 25000 26000 27000 28000 29000 30000 31000 32000 33000 34000 35000 36000 37000 38000 39000 40000 41000 42000 43000 44000 45000 46000 47000 47377 0 Go 0 Mo 758 Ko 32 octets Load round: 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 Example Error statistics |-------|------------|------------|------------|------------|------------|------------|------------|------------| | Label | HYP | REF | Correct | Err | Precision | Recall | F-Measure | CER | |-------|------------|------------|------------|------------|------------|------------|------------|------------| | 1 | 12240 | 47377 | 12240 | 35137 | 100.00 | 25.84 | 41.06 | 74.16 | |-------|------------|------------|------------|------------|------------|------------|------------|------------| | 2 | 20801 | 0 | 0 | 20801 | 0.00 | 100.00 | 0.00 | 2080100.00 | |-------|------------|------------|------------|------------|------------|------------|------------|------------| | 3 | 14336 | 0 | 0 | 14336 | 0.00 | 100.00 | 0.00 | 1433600.00 | |-------|------------|------------|------------|------------|------------|------------|------------|------------| | All | 47377 | 47377 | 12240 | 35137 | 25.84 | 25.84 | 25.84 | 74.16 | |-------|------------|------------|------------|------------|------------|------------|------------|------------| === END program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out --- OK [26s] === START program4: ./run evaluate ../dataset2/test ../program0/evalTest.out === END program4: ./run evaluate ../dataset2/test ../program0/evalTest.out --- OK [3s] real 35m19.929s user 34m19.141s sys 0m28.542s
Run specification 
Results
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