Run
517217

Run 517217

Task 9946 (Supervised Classification) wdbc 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
0.6792
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7237
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4122
Cross-validation details (10-fold Crossvalidation)
KB relative information score
269.6526
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.239
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4676
Cross-validation details (10-fold Crossvalidation)
Number of instances
569
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8269
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.761
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.761
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5111
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4889
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0112
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
43.092
UserCPU time millis testing
0.028
UserCPU time millis training
43.064