DEVELOPMENT... OpenML
Run
11800

Run 11800

Task 48 (Supervised Classification) heart-c Uploaded 22-05-2014 by Felicia West
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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
0.8159
Per class
F measure
0.7888
Per class
Kappa
0.5742
KB relative information score
141.3904
Mean absolute error
0.1056
Mean prior absolute error
0.2004
Number of instances
303
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7888
Per class
Predictive accuracy
0.7888
Prior entropy
1.0792
Recall
0.7888
Per class
Relative absolute error
0.5268
Root mean prior squared error
0.315
Root mean squared error
0.2591
Root relative squared error
0.8225
SciMark benchmark
947.2156[567.60186484084651008.3490290617938483.6674820550281915.30723635829941761.152276377127]