ServerRun 22073
Creatorinternal
Programsgd-logistic-stepsize0.5-iter10
Datasetletter-recognition
Task typeMulticlassClassification
Created4y266d ago
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Done! Flag_green
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

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