Run
523320

Run 523320

Task 2142 (Supervised Classification) BNG(breast-w) Uploaded 10-02-2016 by Rafael Gomes Mantovani
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Flow

classif.plsdaCaret(6)Learner classif.plsdaCaret from package(s) caret.
classif.plsdaCaret(6)_seed1
classif.plsdaCaret(6)_kindMersenne-Twister
classif.plsdaCaret(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
0.9664
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.973
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9399
Cross-validation details (10-fold Crossvalidation)
KB relative information score
36916.8512
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0269
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
0.9731
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9731
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9287
Cross-validation details (10-fold Crossvalidation)
Recall
0.9731
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0596
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4751
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.164
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3452
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
5.337
UserCPU time millis testing
0.204
UserCPU time millis training
5.133