Run
23204

Run 23204

Task 2072 (Supervised Classification) covertype Uploaded 24-06-2014 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.

17 Evaluation measures

Area under ROC curve
0.809
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6138
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4293
Cross-validation details (10-fold Crossvalidation)
KB relative information score
40513.5294
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1397
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1853
Cross-validation details (10-fold Crossvalidation)
Number of instances
110393
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6447
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6525
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8698
Cross-validation details (10-fold Crossvalidation)
Recall
0.6525
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7539
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2622
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8615
Cross-validation details (10-fold Crossvalidation)