Run
509651

Run 509651

Task 9944 (Supervised Classification) user-knowledge Uploaded 27-01-2016 by Rafael Gomes Mantovani
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Flow

classif.nnet(3)Learner classif.nnet from package(s) nnet.
classif.nnet(3)_size3
classif.nnet(3)_seed1
classif.nnet(3)_kindMersenne-Twister
classif.nnet(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
0.9542
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9229
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8986
Cross-validation details (10-fold Crossvalidation)
KB relative information score
353.5166
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0298
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.294
Cross-validation details (10-fold Crossvalidation)
Number of instances
403
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9248
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9256
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0547
Cross-validation details (10-fold Crossvalidation)
Recall
0.9256
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1013
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3832
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1726
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.4503
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.539
UserCPU time millis testing
0.034
UserCPU time millis training
0.505