Run
252071

Run 252071

Task 1812 (Supervised Classification) heart-c Uploaded 04-03-2015 by Joaquin Vanschoren
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Flow

weka.FilteredClassifier_PrincipalComponents_J48(1)Weka implementation of FilteredClassifier
weka.J48(28)_C0.25
weka.J48(28)_M2
weka.FilteredClassifier_PrincipalComponents_J48(1)_Fweka.filters.unsupervised.attribute.PrincipalComponents
weka.FilteredClassifier_PrincipalComponents_J48(1)_Wweka.classifiers.trees.J48
weka.PrincipalComponents(12)_R0.95
weka.PrincipalComponents(12)_A5
weka.PrincipalComponents(12)_M-1

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
0.7703
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.7632
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
0.5219
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
702.1911
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.1031
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.2004
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
1515
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7633
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.7637
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
1.0792
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.7637
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
0.5144
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.315
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.2925
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
0.9287
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1337.2572
UserCPU time millis
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (5 times 2-fold Crossvalidation)