Run
248729

Run 248729

Task 1812 (Supervised Classification) heart-c Uploaded 04-03-2015 by Joaquin Vanschoren
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Flow

weka.FilteredClassifier_Standardize_NaiveBayes(1)Weka implementation of FilteredClassifier
weka.FilteredClassifier_Standardize_NaiveBayes(1)_Wweka.classifiers.bayes.NaiveBayes

Result files

xml
Description

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

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

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

22 Evaluation measures

Area under ROC curve
0.9019
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.838
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.6729
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
909.2887
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.0734
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.2004
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
1515
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8382
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.8383
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
1.0792
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.8383
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.3663
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.315
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.2295
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.7286
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
922.1419
UserCPU time millis
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (5 times 2-fold Crossvalidation)