Run
22153

Run 22153

Task 53 (Supervised Classification) vehicle Uploaded 21-06-2014 by Joaquin Vanschoren
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_OneR(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_OneR(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_OneR(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_OneR(1)_Wweka.classifiers.rules.OneR
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.CfsSubsetEval(1)_E1
weka.CfsSubsetEval(1)_P1
weka.OneR(1)_B6

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
0.6819
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5164
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.364
Cross-validation details (10-fold Crossvalidation)
KB relative information score
359.1734
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2388
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3748
Cross-validation details (10-fold Crossvalidation)
Number of instances
846
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
0.5167
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5225
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.5225
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.637
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4329
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4886
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1287
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
945.0987[561.57136831653141013.1203667026068481.49857166643204906.44537908266061762.8577294742872]