 | Run 22073 |
| Creator | internal |
| Program | sgd-logistic-stepsize0.5-iter10 |
| Dataset | letter-recognition |
| Task type | MulticlassClassification |
| Created | 4y355d ago |
| Download | Login required! |
Done! 
| MulticlassClassification | |
| 9s | |
| 0.288 | |
| 1s | |
| 0.293 | |
| 2s |
Log file
===== MAIN: learn based on training data =====
=== START program1: ./run learn ../dataset2/train
main() {
Reading examples from ../dataset2/train {
14000 examples, 16 features, 26 labels
}
Iteration 0 {
numMistakes = 6274/14000 = 0.448
}
Iteration 1 {
numMistakes = 4787/14000 = 0.342
}
Iteration 2 {
numMistakes = 4434/14000 = 0.317
}
Iteration 3 {
numMistakes = 4262/14000 = 0.304
}
Iteration 4 {
numMistakes = 4169/14000 = 0.298
}
Iteration 5 {
numMistakes = 4040/14000 = 0.289
}
Iteration 6 {
numMistakes = 4062/14000 = 0.290
}
Iteration 7 {
numMistakes = 3988/14000 = 0.285
}
Iteration 8 {
numMistakes = 3947/14000 = 0.282
}
Iteration 9 {
numMistakes = 3933/14000 = 0.281
}
Writing parameters to params
} [9.5s]
=== END program1: ./run learn ../dataset2/train --- OK [9s]
===== 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
main() {
Reading parameters from params
Reading examples from ../program0/evalTrain.in {
14000 examples, 16 features, 26 labels
}
Predicting
} [1.2s]
=== END program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out --- OK [1s]
=== START program4: ./run evaluate ../dataset2/train ../program0/evalTrain.out
=== END program4: ./run evaluate ../dataset2/train ../program0/evalTrain.out --- OK [1s]
===== 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
main() {
Reading parameters from params
Reading examples from ../program0/evalTest.in {
6000 examples, 16 features, 26 labels
}
Predicting
}
=== END program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out --- OK [2s]
=== START program4: ./run evaluate ../dataset2/test ../program0/evalTest.out
=== END program4: ./run evaluate ../dataset2/test ../program0/evalTest.out --- OK [0s]
real 0m16.998s
user 0m15.173s
sys 0m1.564s
Run specification 
Results
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