Run
508750

Run 508750

Task 3774 (Supervised Classification) fri_c2_250_5 Uploaded 27-01-2016 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
0.8328
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8286
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.656
Cross-validation details (10-fold Crossvalidation)
KB relative information score
162.1734
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.172
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4929
Cross-validation details (10-fold Crossvalidation)
Number of instances
250
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8352
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.828
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9898
Cross-validation details (10-fold Crossvalidation)
Recall
0.828
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.349
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4964
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4147
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8355
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
3.518
UserCPU time millis testing
0.021
UserCPU time millis training
3.497