Run
252019

Run 252019

Task 280 (Supervised Classification) heart-h 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
0.7507
Per class
Cross-validation details (33% Holdout set)
F measure
0.8507
Per class
Cross-validation details (33% Holdout set)
Kappa
0.6707
Cross-validation details (33% Holdout set)
KB relative information score
50.2496
Cross-validation details (33% Holdout set)
Mean absolute error
0.0885
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.1867
Cross-validation details (33% Holdout set)
Number of instances
97
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8595
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.8557
Cross-validation details (33% Holdout set)
Prior entropy
1.0314
Cross-validation details (33% Holdout set)
Recall
0.8557
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.474
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.3038
Cross-validation details (33% Holdout set)
Root mean squared error
0.2361
Cross-validation details (33% Holdout set)
Root relative squared error
0.7773
Cross-validation details (33% Holdout set)
SciMark benchmark
1316.535
UserCPU time millis
10
UserCPU time millis training
10