ServerRun 28474
Creatorpepin_de_landen
Programbonzaiboost-n200-d2
DatasetLetters3
Task typeMulticlassClassification
Created1y266d ago
DownloadLogin required!
Done! Flag_green
1s
28M
BinaryClassification
1s
0
0s
0.667
0s

Log file

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--[AT=1]--- Start Node with 13 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.5711) name=[S:1>38630.5]
Run weak tree 167

--[AT=1]--- Start Node with 21 exemples, Depth=0
	xxx Q with gain(0.0000) error(0.9328) name=[S:1>21758.5]

--[AT=1]--- Start Node with 20 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.8616) name=[S:1>27643]

--[AT=1]--- Start Node with 1 exemples, Depth=1
-> Only one example
Run weak tree 168

--[AT=1]--- Start Node with 21 exemples, Depth=0
	xxx Q with gain(0.0000) error(0.9326) name=[S:2>4959]

--[AT=1]--- Start Node with 3 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.0000) name=[S:1>76038.5]

--[AT=1]--- Start Node with 18 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.8772) name=[S:1>74318.5]
Run weak tree 169

--[AT=1]--- Start Node with 21 exemples, Depth=0
	xxx Q with gain(0.0000) error(0.9368) name=[S:1>36201.5]

--[AT=1]--- Start Node with 15 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.2992) name=[S:1>38630.5]

--[AT=1]--- Start Node with 6 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.3655) name=[S:1>30487.5]
Run weak tree 170

--[AT=1]--- Start Node with 21 exemples, Depth=0
	xxx Q with gain(0.0000) error(0.9311) name=[S:2>2003.5]

--[AT=1]--- Start Node with 17 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.5555) name=[S:1>33601]

--[AT=1]--- Start Node with 4 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.1169) name=[S:1>27643]
Run weak tree 171

--[AT=1]--- Start Node with 21 exemples, Depth=0
	xxx Q with gain(0.0000) error(0.9234) name=[S:2>4959]

--[AT=1]--- Start Node with 3 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.0000) name=[S:1>76038.5]

--[AT=1]--- Start Node with 18 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.8573) name=[S:1>21758.5]
Run weak tree 172

--[AT=1]--- Start Node with 21 exemples, Depth=0
	xxx Q with gain(0.0000) error(0.9410) name=[S:2>4959]

--[AT=1]--- Start Node with 3 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.0000) name=[S:1>76038.5]

--[AT=1]--- Start Node with 18 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.8785) name=[S:1>74318.5]
Run weak tree 173

--[AT=1]--- Start Node with 21 exemples, Depth=0
	xxx Q with gain(0.0000) error(0.9242) name=[S:2>2763.5]

--[AT=1]--- Start Node with 8 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.0902) name=[S:1>74318.5]

--[AT=1]--- Start Node with 13 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.5793) name=[S:1>38630.5]
Run weak tree 174

--[AT=1]--- Start Node with 21 exemples, Depth=0
	xxx Q with gain(0.0000) error(0.9377) name=[S:1>21758.5]

--[AT=1]--- Start Node with 20 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.8481) name=[S:1>27643]

--[AT=1]--- Start Node with 1 exemples, Depth=1
-> Only one example
Run weak tree 175

--[AT=1]--- Start Node with 21 exemples, Depth=0
	xxx Q with gain(0.0000) error(0.9372) name=[S:2>4959]

--[AT=1]--- Start Node with 3 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.0000) name=[S:1>76038.5]

--[AT=1]--- Start Node with 18 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.8838) name=[S:1>74318.5]
Run weak tree 176

--[AT=1]--- Start Node with 21 exemples, Depth=0
	xxx Q with gain(0.0000) error(0.9410) name=[S:1>36201.5]

--[AT=1]--- Start Node with 15 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.2950) name=[S:1>38630.5]

--[AT=1]--- Start Node with 6 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.3721) name=[S:1>30487.5]
Run weak tree 177

--[AT=1]--- Start Node with 21 exemples, Depth=0
	xxx Q with gain(0.0000) error(0.9378) name=[S:2>2003.5]

--[AT=1]--- Start Node with 17 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.5485) name=[S:1>33601]

--[AT=1]--- Start Node with 4 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.1230) name=[S:1>27643]
Run weak tree 178

--[AT=1]--- Start Node with 21 exemples, Depth=0
	xxx Q with gain(0.0000) error(0.9266) name=[S:1>21758.5]

--[AT=1]--- Start Node with 20 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.8511) name=[S:1>27643]

--[AT=1]--- Start Node with 1 exemples, Depth=1
-> Only one example
Run weak tree 179

--[AT=1]--- Start Node with 21 exemples, Depth=0
	xxx Q with gain(0.0000) error(0.9221) name=[S:2>4959]

--[AT=1]--- Start Node with 3 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.0000) name=[S:1>76038.5]

--[AT=1]--- Start Node with 18 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.8635) name=[S:1>74318.5]
Run weak tree 180

--[AT=1]--- Start Node with 21 exemples, Depth=0
	xxx Q with gain(0.0000) error(0.9094) name=[S:2>2763.5]

--[AT=1]--- Start Node with 8 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.0994) name=[S:1>74318.5]

--[AT=1]--- Start Node with 13 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.5639) name=[S:1>38630.5]
Run weak tree 181

--[AT=1]--- Start Node with 21 exemples, Depth=0
	xxx Q with gain(0.0000) error(0.9328) name=[S:2>4959]

--[AT=1]--- Start Node with 3 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.0000) name=[S:1>76038.5]

--[AT=1]--- Start Node with 18 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.8747) name=[S:1>21758.5]
Run weak tree 182

--[AT=1]--- Start Node with 21 exemples, Depth=0
	xxx Q with gain(0.0000) error(0.9469) name=[S:2>4959]

--[AT=1]--- Start Node with 3 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.0000) name=[S:1>76038.5]

--[AT=1]--- Start Node with 18 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.8895) name=[S:1>74318.5]
Run weak tree 183

--[AT=1]--- Start Node with 21 exemples, Depth=0
	xxx Q with gain(0.0000) error(0.9493) name=[S:1>36201.5]

--[AT=1]--- Start Node with 15 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.2886) name=[S:1>38630.5]

--[AT=1]--- Start Node with 6 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.3807) name=[S:1>30487.5]
Run weak tree 184

--[AT=1]--- Start Node with 21 exemples, Depth=0
	xxx Q with gain(0.0000) error(0.9443) name=[S:1>21758.5]

--[AT=1]--- Start Node with 20 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.8656) name=[S:1>27643]

--[AT=1]--- Start Node with 1 exemples, Depth=1
-> Only one example
Run weak tree 185

--[AT=1]--- Start Node with 21 exemples, Depth=0
	xxx Q with gain(0.0000) error(0.9209) name=[S:2>2003.5]

--[AT=1]--- Start Node with 17 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.5663) name=[S:1>33601]

--[AT=1]--- Start Node with 4 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.0894) name=[S:1>27643]
Run weak tree 186

--[AT=1]--- Start Node with 21 exemples, Depth=0
	xxx Q with gain(0.0000) error(0.9291) name=[S:2>4959]

--[AT=1]--- Start Node with 3 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.0000) name=[S:1>76038.5]

--[AT=1]--- Start Node with 18 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.8697) name=[S:1>74318.5]
Run weak tree 187

--[AT=1]--- Start Node with 21 exemples, Depth=0
	xxx Q with gain(0.0000) error(0.9126) name=[S:2>2763.5]

--[AT=1]--- Start Node with 8 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.0959) name=[S:1>74318.5]

--[AT=1]--- Start Node with 13 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.5710) name=[S:1>38630.5]
Run weak tree 188

--[AT=1]--- Start Node with 21 exemples, Depth=0
	xxx Q with gain(0.0000) error(0.9328) name=[S:1>21758.5]

--[AT=1]--- Start Node with 20 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.8616) name=[S:1>27643]

--[AT=1]--- Start Node with 1 exemples, Depth=1
-> Only one example
Run weak tree 189

--[AT=1]--- Start Node with 21 exemples, Depth=0
	xxx Q with gain(0.0000) error(0.9326) name=[S:2>4959]

--[AT=1]--- Start Node with 3 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.0000) name=[S:1>76038.5]

--[AT=1]--- Start Node with 18 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.8772) name=[S:1>74318.5]
Run weak tree 190

--[AT=1]--- Start Node with 21 exemples, Depth=0
	xxx Q with gain(0.0000) error(0.9369) name=[S:1>36201.5]

--[AT=1]--- Start Node with 15 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.2993) name=[S:1>38630.5]

--[AT=1]--- Start Node with 6 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.3655) name=[S:1>30487.5]
Run weak tree 191

--[AT=1]--- Start Node with 21 exemples, Depth=0
	xxx Q with gain(0.0000) error(0.9311) name=[S:2>2003.5]

--[AT=1]--- Start Node with 17 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.5555) name=[S:1>33601]

--[AT=1]--- Start Node with 4 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.1169) name=[S:1>27643]
Run weak tree 192

--[AT=1]--- Start Node with 21 exemples, Depth=0
	xxx Q with gain(0.0000) error(0.9234) name=[S:2>4959]

--[AT=1]--- Start Node with 3 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.0000) name=[S:1>76038.5]

--[AT=1]--- Start Node with 18 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.8573) name=[S:1>21758.5]
Run weak tree 193

--[AT=1]--- Start Node with 21 exemples, Depth=0
	xxx Q with gain(0.0000) error(0.9410) name=[S:2>4959]

--[AT=1]--- Start Node with 3 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.0000) name=[S:1>76038.5]

--[AT=1]--- Start Node with 18 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.8785) name=[S:1>74318.5]
Run weak tree 194

--[AT=1]--- Start Node with 21 exemples, Depth=0
	xxx Q with gain(0.0000) error(0.9242) name=[S:2>2763.5]

--[AT=1]--- Start Node with 8 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.0902) name=[S:1>74318.5]

--[AT=1]--- Start Node with 13 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.5792) name=[S:1>38630.5]
Run weak tree 195

--[AT=1]--- Start Node with 21 exemples, Depth=0
	xxx Q with gain(0.0000) error(0.9377) name=[S:1>21758.5]

--[AT=1]--- Start Node with 20 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.8481) name=[S:1>27643]

--[AT=1]--- Start Node with 1 exemples, Depth=1
-> Only one example
Run weak tree 196

--[AT=1]--- Start Node with 21 exemples, Depth=0
	xxx Q with gain(0.0000) error(0.9372) name=[S:2>4959]

--[AT=1]--- Start Node with 3 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.0000) name=[S:1>76038.5]

--[AT=1]--- Start Node with 18 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.8838) name=[S:1>74318.5]
Run weak tree 197

--[AT=1]--- Start Node with 21 exemples, Depth=0
	xxx Q with gain(0.0000) error(0.9410) name=[S:1>36201.5]

--[AT=1]--- Start Node with 15 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.2950) name=[S:1>38630.5]

--[AT=1]--- Start Node with 6 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.3721) name=[S:1>30487.5]
Run weak tree 198

--[AT=1]--- Start Node with 21 exemples, Depth=0
	xxx Q with gain(0.0000) error(0.9378) name=[S:2>2003.5]

--[AT=1]--- Start Node with 17 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.5485) name=[S:1>33601]

--[AT=1]--- Start Node with 4 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.1230) name=[S:1>27643]
Run weak tree 199

--[AT=1]--- Start Node with 21 exemples, Depth=0
	xxx Q with gain(0.0000) error(0.9266) name=[S:1>21758.5]

--[AT=1]--- Start Node with 20 exemples, Depth=1
	xxx Q with gain(0.0000) error(0.8511) name=[S:1>27643]

--[AT=1]--- Start Node with 1 exemples, Depth=1
-> Only one example
run finished
=== END program2: ./run learn ../program1/data --- OK [0s]
=== END program1: ./run learn ../dataset3/train --- OK [1s]

===== MAIN: predict/evaluate on train data =====
=== START program4: ./run stripLabels ../dataset3/train ../program0/evalTrain.in
=== END program4: ./run stripLabels ../dataset3/train ../program0/evalTrain.in --- OK [0s]
=== START program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out
=== START program2: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out.multiclass-output
Read on stdin:     0   10   20Total features:2
Text features:0
Num features:0
Scored features:2
Load data:        0        0       21

0 Go 0 Mo 0 Ko 336 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 |         12 |         21 |         12 |          9 |     100.00 |      57.14 |      72.73 |      42.86 |
|-------|------------|------------|------------|------------|------------|------------|------------|------------|
|     2 |          9 |          0 |          0 |          9 |       0.00 |     100.00 |       0.00 |     900.00 |
|-------|------------|------------|------------|------------|------------|------------|------------|------------|
|   All |         21 |         21 |         12 |          9 |      57.14 |      57.14 |      57.14 |      42.86 |
|-------|------------|------------|------------|------------|------------|------------|------------|------------|
=== END program2: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out.multiclass-output --- OK [0s]
=== END program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out --- OK [0s]
=== START program5: ./run evaluate ../dataset3/train ../program0/evalTrain.out
=== END program5: ./run evaluate ../dataset3/train ../program0/evalTrain.out --- OK [1s]

===== MAIN: predict/evaluate on test data =====
=== START program4: ./run stripLabels ../dataset3/test ../program0/evalTest.in
=== END program4: ./run stripLabels ../dataset3/test ../program0/evalTest.in --- OK [0s]
=== START program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out
=== START program2: ./run predict ../program0/evalTest.in ../program0/evalTest.out.multiclass-output
Read on stdin:     0Total features:2
Text features:0
Num features:0
Scored features:2
Load data:        0        0        9

0 Go 0 Mo 0 Ko 144 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 |          3 |          9 |          3 |          6 |     100.00 |      33.33 |      50.00 |      66.67 |
|-------|------------|------------|------------|------------|------------|------------|------------|------------|
|     2 |          6 |          0 |          0 |          6 |       0.00 |     100.00 |       0.00 |     600.00 |
|-------|------------|------------|------------|------------|------------|------------|------------|------------|
|   All |          9 |          9 |          3 |          6 |      33.33 |      33.33 |      33.33 |      66.67 |
|-------|------------|------------|------------|------------|------------|------------|------------|------------|
=== END program2: ./run predict ../program0/evalTest.in ../program0/evalTest.out.multiclass-output --- OK [0s]
=== END program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out --- OK [0s]
=== START program5: ./run evaluate ../dataset3/test ../program0/evalTest.out
=== END program5: ./run evaluate ../dataset3/test ../program0/evalTest.out --- OK [0s]


real	0m1.900s
user	0m0.648s
sys	0m0.508s

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