Run
516344

Run 516344

Task 3743 (Supervised Classification) fri_c2_500_25 Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.neuralnet(3)Learner classif.neuralnet from package(s) neuralnet.
classif.neuralnet(3)_err.fctce
classif.neuralnet(3)_seed1
classif.neuralnet(3)_kindMersenne-Twister
classif.neuralnet(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
0.6868
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6857
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.359
Cross-validation details (10-fold Crossvalidation)
KB relative information score
159.5369
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.318
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4768
Cross-validation details (10-fold Crossvalidation)
Number of instances
500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7003
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.682
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9664
Cross-validation details (10-fold Crossvalidation)
Recall
0.682
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.667
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4882
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5639
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1551
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
10.302
UserCPU time millis testing
0.023
UserCPU time millis training
10.279