Run
6604

Run 6604

Task 52 (Supervised Classification) heart-statlog Uploaded 15-05-2014 by Joaquin Vanschoren
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Flow

weka.FilteredClassifier_Discretize_J48(1)Weka implementation of FilteredClassifier
weka.Discretize(1)_Rfirst-last
weka.FilteredClassifier_Discretize_J48(1)_Fweka.filters.supervised.attribute.Discretize
weka.FilteredClassifier_Discretize_J48(1)_Wweka.classifiers.trees.J48
weka.J48(1)_C0.25
weka.J48(1)_M2

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
0.8346
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.803
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6002
Cross-validation details (10-fold Crossvalidation)
KB relative information score
136.7217
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2569
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
270
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8034
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8037
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.8037
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5201
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3937
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7923
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.1292[566.86401039670471013.6533959159474484.3219757802961910.22226140528711760.5845701777503]