Run
291256

Run 291256

Task 284 (Supervised Classification) hepatitis Uploaded 16-03-2015 by Joaquin Vanschoren
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Flow

weka.AttributeSelectedClassifier_PrincipalComponents_Ranker_J48(1)Weka implementation of AttributeSelectedClassifier
weka.J48(28)_C0.25
weka.J48(28)_M2
weka.AttributeSelectedClassifier_PrincipalComponents_Ranker_J48(1)_Eweka.attributeSelection.PrincipalComponents
weka.AttributeSelectedClassifier_PrincipalComponents_Ranker_J48(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_PrincipalComponents_Ranker_J48(1)_Wweka.classifiers.trees.J48
weka.PrincipalComponents(11)_R0.95
weka.PrincipalComponents(11)_A5
weka.Ranker(2)_T-1.7976931348623157E308
weka.Ranker(2)_N-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
0.7257
Per class
Cross-validation details (33% Holdout set)
F measure
0.738
Per class
Cross-validation details (33% Holdout set)
Kappa
0.2697
Cross-validation details (33% Holdout set)
KB relative information score
13.5116
Cross-validation details (33% Holdout set)
Mean absolute error
0.249
Cross-validation details (33% Holdout set)
Mean prior absolute error
0.3579
Cross-validation details (33% Holdout set)
Number of instances
51
Per class
Cross-validation details (33% Holdout set)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7384
Per class
Cross-validation details (33% Holdout set)
Predictive accuracy
0.7647
Cross-validation details (33% Holdout set)
Prior entropy
0.7418
Cross-validation details (33% Holdout set)
Recall
0.7647
Per class
Cross-validation details (33% Holdout set)
Relative absolute error
0.6957
Cross-validation details (33% Holdout set)
Root mean prior squared error
0.4381
Cross-validation details (33% Holdout set)
Root mean squared error
0.4564
Cross-validation details (33% Holdout set)
Root relative squared error
1.0417
Cross-validation details (33% Holdout set)
SciMark benchmark
1345.7204
UserCPU time millis
10
UserCPU time millis training
10