Run
522343

Run 522343

Task 3842 (Supervised Classification) waveform-5000 Uploaded 08-02-2016 by Rafael Gomes Mantovani
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Flow

classif.nnet(5)Learner classif.nnet from package(s) nnet.
classif.nnet(5)_size3
classif.nnet(5)_seed1
classif.nnet(5)_kindMersenne-Twister
classif.nnet(5)_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
0.8658
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8685
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.711
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3442.3665
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1332
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4478
Cross-validation details (10-fold Crossvalidation)
Number of instances
5000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.873
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8668
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9233
Cross-validation details (10-fold Crossvalidation)
Recall
0.8668
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2975
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4732
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.365
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7713
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
9.418
UserCPU time millis testing
0.192
UserCPU time millis training
9.226