 | Run 26611 |
| Creator | internal |
| Program | sgd-logistic-stepsize0.5-iter10 |
| Dataset | HumanActivityRecognition_WearableAccelerometers |
| Task type | MulticlassClassification |
| Created | 324d4h ago |
Done! 
| MulticlassClassification | |
| 4s | |
| 0.456 | |
| 2s | |
| 0.464 | |
| 1s |
Log file
===== MAIN: learn based on training data =====
=== START program1: ./run learn ../dataset2/train
main() {
Reading examples from ../dataset2/train {
18815 examples, 22 features, 5 labels
} [1.1s, cum. 1.3s]
Iteration 0 {
numMistakes = 10526/18815 = 0.559
}
Iteration 1 {
numMistakes = 10377/18815 = 0.552
}
Iteration 2 {
numMistakes = 10389/18815 = 0.552
}
Iteration 3 {
numMistakes = 10306/18815 = 0.548
}
Iteration 4 {
numMistakes = 10343/18815 = 0.550
}
Iteration 5 {
numMistakes = 10271/18815 = 0.546
}
Iteration 6 {
numMistakes = 10462/18815 = 0.556
}
Iteration 7 {
numMistakes = 10223/18815 = 0.543
}
Iteration 8 {
numMistakes = 10236/18815 = 0.544
}
Iteration 9 {
numMistakes = 10263/18815 = 0.545
}
Writing parameters to params
} [3.5s]
=== END program1: ./run learn ../dataset2/train --- OK [4s]
===== 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 [0s]
=== START program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out
main() {
Reading parameters from params
Reading examples from ../program0/evalTrain.in {
18815 examples, 22 features, 5 labels
} [1.1s, cum. 1.3s]
Predicting
} [1.4s]
=== END program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out --- OK [2s]
=== 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 {
8063 examples, 22 features, 5 labels
}
Predicting
}
=== END program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out --- OK [1s]
=== START program4: ./run evaluate ../dataset2/test ../program0/evalTest.out
=== END program4: ./run evaluate ../dataset2/test ../program0/evalTest.out --- OK [1s]
real 0m16.813s
user 0m9.397s
sys 0m1.432s
Run specification 
Results
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