Run
17941

Run 17941

Task 23 (Supervised Classification) cmc Uploaded 09-06-2014 by Joaquin Vanschoren
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NBTree(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NBTree(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NBTree(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_NBTree(1)_Wweka.classifiers.trees.NBTree
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.CfsSubsetEval(1)_E1
weka.CfsSubsetEval(1)_P1

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
0.7044
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5237
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.263
Cross-validation details (10-fold Crossvalidation)
KB relative information score
300.4723
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3709
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4308
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
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
0.5417
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5275
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.5275
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8609
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4349
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.937
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.5651[565.21084232176751010.7290985125734482.14720472367435910.85475360997441758.8835103978397]