ServerRun 26209
Creatorinternal
Programsgd-logistic-stepsizeAdaGrad-iter5
Datasetdominionstats - tiny
Task typeMulticlassClassification
Created321d21h ago
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Done! Flag_green
BinaryClassification
1s
0.251
1s
0.399
1s

Log file

===== MAIN: learn based on training data =====
=== START program1: ./run learn ../dataset3/train
=== START program2: ./run learn ../program1/data
main() {
  Reading examples from ../program1/data {
    657 examples, 520 features, 2 labels
  }
  Iteration 0 {
    numMistakes = 244/657 = 0.371
  }
  Iteration 1 {
    numMistakes = 199/657 = 0.303
  }
  Iteration 2 {
    numMistakes = 171/657 = 0.260
  }
  Iteration 3 {
    numMistakes = 160/657 = 0.244
  }
  Iteration 4 {
    numMistakes = 148/657 = 0.225
  }
  Writing parameters to params
}
=== 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
main() {
  Reading parameters from params
  Reading examples from ../program0/evalTrain.in {
    657 examples, 520 features, 2 labels
  }
  Predicting
}
=== END program2: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out.multiclass-output --- OK [1s]
=== END program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out --- OK [1s]
=== START program5: ./run evaluate ../dataset3/train ../program0/evalTrain.out
=== END program5: ./run evaluate ../dataset3/train ../program0/evalTrain.out --- OK [0s]

===== 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
main() {
  Reading parameters from params
  Reading examples from ../program0/evalTest.in {
    281 examples, 520 features, 2 labels
  }
  Predicting
}
=== END program2: ./run predict ../program0/evalTest.in ../program0/evalTest.out.multiclass-output --- OK [1s]
=== END program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out --- OK [1s]
=== START program5: ./run evaluate ../dataset3/test ../program0/evalTest.out
=== END program5: ./run evaluate ../dataset3/test ../program0/evalTest.out --- OK [0s]


real	0m5.882s
user	0m4.424s
sys	0m1.336s

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