Run
384592

Run 384592

Task 1932 (Supervised Classification) heart-statlog Uploaded 03-04-2015 by Joaquin Vanschoren
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Flow

weka.FilteredClassifier_Discretize_J48(4)Weka implementation of FilteredClassifier
weka.J48(28)_C0.25
weka.J48(28)_M2
weka.FilteredClassifier_Discretize_J48(4)_Fweka.filters.supervised.attribute.Discretize
weka.FilteredClassifier_Discretize_J48(4)_Wweka.classifiers.trees.J48
weka.Discretize(3)_Rfirst-last
weka.Discretize(3)_precision6

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
0.8292
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8174
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6295
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
1404.976
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.2514
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
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8175
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8178
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8178
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.509
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
0.389
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7829
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
915.9028
UserCPU time millis
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10 times 10-fold Crossvalidation)