Run
248678

Run 248678

Task 278 (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
0.9363
Per class
Cross-validation details (33% Holdout set)
F measure
0.8687
Per class
Cross-validation details (33% Holdout set)
Kappa
0.7373
Cross-validation details (33% Holdout set)
KB relative information score
64.9943
Cross-validation details (33% Holdout set)
Mean absolute error
0.0645
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.2021
Cross-validation details (33% Holdout set)
Number of instances
99
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8688
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8687
Cross-validation details (33% Holdout set)
Prior entropy
1.0792
Cross-validation details (33% Holdout set)
Recall
0.8687
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.3192
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3177
Cross-validation details (33% Holdout set)
Root mean squared error
0.2034
Cross-validation details (33% Holdout set)
Root relative squared error
0.64
Cross-validation details (33% Holdout set)
SciMark benchmark
1319.9329
UserCPU time millis
10
UserCPU time millis testing
10