Run
21731

Run 21731

Task 52 (Supervised Classification) heart-statlog Uploaded 19-06-2014 by Joaquin Vanschoren
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_KStar(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_KStar(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_KStar(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_KStar(1)_Wweka.classifiers.lazy.KStar
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.CfsSubsetEval(1)_E1
weka.CfsSubsetEval(1)_P1
weka.KStar(1)_B20
weka.KStar(1)_Ma

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
0.8398
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7876
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5685
Cross-validation details (10-fold Crossvalidation)
KB relative information score
132.4221
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2601
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
270
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7889
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7889
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.7889
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5267
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4024
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8098
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
939.8874[567.60186484084651013.919993711725483.0148066605872879.97311830683271754.9271701211055]