Run
21898

Run 21898

Task 27 (Supervised Classification) colic Uploaded 20-06-2014 by Joaquin Vanschoren
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_J48(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_J48(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_J48(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_J48(1)_Wweka.classifiers.trees.J48
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.CfsSubsetEval(1)_E1
weka.CfsSubsetEval(1)_P1
weka.J48(1)_C0.25
weka.J48(1)_M2

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
0.8021
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8066
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5803
Cross-validation details (10-fold Crossvalidation)
KB relative information score
159.9067
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.278
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4662
Cross-validation details (10-fold Crossvalidation)
Number of instances
368
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
0.8076
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8098
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9509
Cross-validation details (10-fold Crossvalidation)
Recall
0.8098
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5965
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4827
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3794
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7859
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
910.64[526.6426995515297929.1007748861814475.7384692483367900.52902369517021721.1891477797153]