Run
517213

Run 517213

Task 9946 (Supervised Classification) wdbc Uploaded 29-01-2016 by Rafael Gomes Mantovani
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Flow

classif.naiveBayes(5)Learner classif.naiveBayes from package(s) e1071.
classif.naiveBayes(5)_seed1
classif.naiveBayes(5)_kindMersenne-Twister
classif.naiveBayes(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
0.9257
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.933
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8563
Cross-validation details (10-fold Crossvalidation)
KB relative information score
485.215
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0668
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4676
Cross-validation details (10-fold Crossvalidation)
Number of instances
569
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.933
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9332
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.953
Cross-validation details (10-fold Crossvalidation)
Recall
0.9332
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.1428
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4835
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2584
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5345
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
1.428
UserCPU time millis testing
1.078
UserCPU time millis training
0.35