Run
12396

Run 12396

Task 50 (Supervised Classification) heart-h Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.NaiveBayesUpdateable(1)George H. John, Pat Langley: Estimating Continuous Distributions in Bayesian Classifiers. In: Eleventh Conference on Uncertainty in Artificial Intelligence, San Mateo, 338-345, 1995.

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.909
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8464
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.666
Cross-validation details (10-fold Crossvalidation)
KB relative information score
171.662
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0689
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1867
Cross-validation details (10-fold Crossvalidation)
Number of instances
294
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8461
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8469
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0314
Cross-validation details (10-fold Crossvalidation)
Recall
0.8469
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3693
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3037
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2229
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7338
Cross-validation details (10-fold Crossvalidation)