Run
394937

Run 394937

Task 282 (Supervised Classification) heart-statlog Uploaded 10-04-2015 by Joaquin Vanschoren
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Flow

weka.BayesNet_K2(6)Weka implementation of BayesNet
weka.BayesNet_K2(6)_Dtrue
weka.BayesNet_K2(6)_Qweka.classifiers.bayes.net.search.local.K2
weka.K2(5)_P1
weka.K2(5)_SBAYES

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
0.8812
Per class
Cross-validation details (33% Holdout set)
F measure
0.816
Per class
Cross-validation details (33% Holdout set)
Kappa
0.6367
Cross-validation details (33% Holdout set)
KB relative information score
49.6769
Cross-validation details (33% Holdout set)
Mean absolute error
0.2283
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.4981
Cross-validation details (33% Holdout set)
Number of instances
89
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
0.8441
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8202
Cross-validation details (33% Holdout set)
Prior entropy
0.9912
Cross-validation details (33% Holdout set)
Recall
0.8202
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.4583
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.5012
Cross-validation details (33% Holdout set)
Root mean squared error
0.4021
Cross-validation details (33% Holdout set)
Root relative squared error
0.8024
Cross-validation details (33% Holdout set)
SciMark benchmark
922.5036