Run
485178

Run 485178

Task 48 (Supervised Classification) heart-c Uploaded 01-12-2015 by Casey Davis
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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
0.9084
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8381
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6734
Cross-validation details (10-fold Crossvalidation)
KB relative information score
176.78
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0774
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2004
Cross-validation details (10-fold Crossvalidation)
Number of instances
303
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.8.0_60, amd64, Linux, 3.16.0-38-generic]
Precision
0.8381
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8383
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0792
Cross-validation details (10-fold Crossvalidation)
Recall
0.8383
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3864
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.315
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2269
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7204
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1230.3004