Run
520838

Run 520838

Task 3483 (Supervised Classification) mammography Uploaded 05-02-2016 by Rafael Gomes Mantovani
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Flow

classif.neuralnet(4)Learner classif.neuralnet from package(s) neuralnet.
classif.neuralnet(4)_err.fctce
classif.neuralnet(4)_seed1
classif.neuralnet(4)_kindMersenne-Twister
classif.neuralnet(4)_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
0.7896
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9843
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6379
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5448.7585
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0149
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0455
Cross-validation details (10-fold Crossvalidation)
Number of instances
11183
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9839
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9851
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1598
Cross-validation details (10-fold Crossvalidation)
Recall
0.9851
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3282
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1507
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1222
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8109
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
65.1
UserCPU time millis testing
0.021
UserCPU time millis training
65.079