ServerRun 27179
Creatorfavre
Programsgd-logistic-stepsizeAdaGrad-iter10
Datasetcemst-auditor-performance-prediction-asr0
Task typeMulticlassClassification
Created296d10h ago
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Done! Flag_green
21s
1146M
MulticlassClassification
10s
0.234
4s
0.291
3s

Log file

===== MAIN: learn based on training data =====
=== START program1: ./run learn ../dataset2/train
main() {
  Reading examples from ../dataset2/train {
    31753 examples, 198 features, 2 labels
  } [4.1s, cum. 4.3s]
  Iteration 0 {
    numMistakes = 10494/31753 = 0.330
  }
  Iteration 1 {
    numMistakes = 10000/31753 = 0.315
  }
  Iteration 2 {
    numMistakes = 9618/31753 = 0.303
  }
  Iteration 3 {
    numMistakes = 9574/31753 = 0.302
  }
  Iteration 4 {
    numMistakes = 9415/31753 = 0.297
  }
  Iteration 5 {
    numMistakes = 9545/31753 = 0.301
  }
  Iteration 6 {
    numMistakes = 9497/31753 = 0.299
  }
  Iteration 7 {
    numMistakes = 9430/31753 = 0.297
  }
  Iteration 8 {
    numMistakes = 9611/31753 = 0.303
  }
  Iteration 9 {
    numMistakes = 9491/31753 = 0.299
  }
  Writing parameters to params
} [9.0s]
=== END program1: ./run learn ../dataset2/train --- OK [10s]

===== 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 {
    31753 examples, 198 features, 2 labels
  } [4.1s, cum. 4.3s]
  Predicting
} [4.4s]
=== END program1: ./run predict ../program0/evalTrain.in ../program0/evalTrain.out --- OK [4s]
=== START program4: ./run evaluate ../dataset2/train ../program0/evalTrain.out
=== END program4: ./run evaluate ../dataset2/train ../program0/evalTrain.out --- OK [2s]

===== 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 [1s]
=== START program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out
main() {
  Reading parameters from params
  Reading examples from ../program0/evalTest.in {
    15845 examples, 198 features, 2 labels
  } [2.0s, cum. 2.2s]
  Predicting
} [2.3s]
=== END program1: ./run predict ../program0/evalTest.in ../program0/evalTest.out --- OK [3s]
=== START program4: ./run evaluate ../dataset2/test ../program0/evalTest.out
=== END program4: ./run evaluate ../dataset2/test ../program0/evalTest.out --- OK [1s]


real	0m25.368s
user	0m12.929s
sys	0m1.936s

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