Run
523319

Run 523319

Task 2142 (Supervised Classification) BNG(breast-w) Uploaded 10-02-2016 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
0.9782
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9786
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9526
Cross-validation details (10-fold Crossvalidation)
KB relative information score
37409.3933
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0215
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4514
Cross-validation details (10-fold Crossvalidation)
Number of instances
39366
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9787
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9785
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9287
Cross-validation details (10-fold Crossvalidation)
Recall
0.9785
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0476
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4751
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1466
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3086
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
552
UserCPU time millis testing
35.603
UserCPU time millis training
516.397