Run
520833

Run 520833

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

classif.mlp(6)Learner classif.mlp from package(s) RSNNS.
classif.mlp(6)_seed1
classif.mlp(6)_kindMersenne-Twister
classif.mlp(6)_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
0.8038
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9864
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6834
Cross-validation details (10-fold Crossvalidation)
KB relative information score
6268.2216
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0128
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
0.9862
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9872
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.1598
Cross-validation details (10-fold Crossvalidation)
Recall
0.9872
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.281
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1507
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1131
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7504
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
136.95
UserCPU time millis testing
8.403
UserCPU time millis training
128.547