Run
516291

Run 516291

Task 3703 (Supervised Classification) fri_c4_500_25 Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.nnTrain(3)Learner classif.nnTrain from package(s) deepnet.
classif.nnTrain(3)_outputsoftmax
classif.nnTrain(3)_seed1
classif.nnTrain(3)_kindMersenne-Twister
classif.nnTrain(3)_normal.kindInversion

Result files

Description

XML file describing the run, including user-defined evaluation measures.

Predictions

ARFF file with instance-level predictions generated by the model.

20 Evaluation measures

Area under ROC curve
0.5314
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.541
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0631
Cross-validation details (10-fold Crossvalidation)
KB relative information score
29.5828
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.458
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4908
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5402
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.542
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9867
Cross-validation details (10-fold Crossvalidation)
Recall
0.542
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9332
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4954
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6768
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.3662
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.259
UserCPU time millis testing
0.026
UserCPU time millis training
0.233