Run
520836

Run 520836

Task 3483 (Supervised Classification) mammography Uploaded 05-02-2016 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
0.7882
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.985
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6509
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5790.2015
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.014
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
0.9847
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.986
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1598
Cross-validation details (10-fold Crossvalidation)
Recall
0.986
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3086
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1507
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1185
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7863
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
7.136
UserCPU time millis testing
0.044
UserCPU time millis training
7.092