Run
248677

Run 248677

Task 280 (Supervised Classification) heart-h 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
0.9115
Per class
Cross-validation details (33% Holdout set)
F measure
0.8409
Per class
Cross-validation details (33% Holdout set)
Kappa
0.6495
Cross-validation details (33% Holdout set)
KB relative information score
56.8889
Cross-validation details (33% Holdout set)
Mean absolute error
0.0683
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.1867
Cross-validation details (33% Holdout set)
Number of instances
97
Per class
Cross-validation details (33% Holdout set)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8466
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8454
Cross-validation details (33% Holdout set)
Prior entropy
1.0314
Cross-validation details (33% Holdout set)
Recall
0.8454
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.3658
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3038
Cross-validation details (33% Holdout set)
Root mean squared error
0.2249
Cross-validation details (33% Holdout set)
Root relative squared error
0.7403
Cross-validation details (33% Holdout set)
SciMark benchmark
922.1419