Run
6086

Run 6086

Task 1932 (Supervised Classification) heart-statlog Uploaded 14-05-2014 by Joaquin Vanschoren
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Flow

weka.BayesNet_K2(1)Weka implementation of BayesNet
weka.BayesNet_K2(1)_Dtrue
weka.BayesNet_K2(1)_Qweka.classifiers.bayes.net.search.local.K2
weka.K2(1)_P1
weka.K2(1)_SBAYES

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.

19 Evaluation measures

Area under ROC curve
0.9042
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8253
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6459
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
1656.7446
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.1943
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
2700
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_04, x86_64, Mac OS X, 10.9.2]
Precision
0.8253
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8256
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8256
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.3935
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.3644
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7333
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1023.9932[673.4520068736871156.2886528526617583.71393496214831074.80119592094021631.7100457663485]