Run
512420

Run 512420

Task 9894 (Supervised Classification) heart-h Uploaded 28-01-2016 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
0.6033
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3487
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1122
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-39.7303
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2844
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2239
Cross-validation details (10-fold Crossvalidation)
Number of instances
294
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6578
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.2891
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.6623
Cross-validation details (10-fold Crossvalidation)
Recall
0.2891
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.2698
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3334
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5332
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.5993
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.531
UserCPU time millis testing
0.334
UserCPU time millis training
0.197