Run
508782

Run 508782

Task 9948 (Supervised Classification) heart-switzerland Uploaded 27-01-2016 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
0.4708
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.0245
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0453
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-17.9718
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3805
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2872
Cross-validation details (10-fold Crossvalidation)
Number of instances
123
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.0683
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.0488
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0062
Cross-validation details (10-fold Crossvalidation)
Recall
0.0488
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.3248
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3781
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.6168
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.6314
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis
0.265
UserCPU time millis testing
0.109
UserCPU time millis training
0.156