Run
15896

Run 15896

Task 29 (Supervised Classification) credit-approval Uploaded 04-06-2014 by Joaquin Vanschoren
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_ADTree(1)Weka implementation of AttributeSelectedClassifier
weka.ADTree(1)_B10
weka.ADTree(1)_E-3
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_ADTree(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_ADTree(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_ADTree(1)_Wweka.classifiers.trees.ADTree
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
0.9171
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8579
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7121
Cross-validation details (10-fold Crossvalidation)
KB relative information score
360.0187
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2566
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
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
0.8578
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.858
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.858
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5196
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3325
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6691
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
920.5439[567.23271965926381014.4538012229739483.2321174670136900.2197247935821637.5811906640383]