Run
20295

Run 20295

Task 2072 (Supervised Classification) covertype Uploaded 18-06-2014 by Joaquin Vanschoren
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RandomTree(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RandomTree(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RandomTree(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_RandomTree(1)_Wweka.classifiers.trees.RandomTree
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.CfsSubsetEval(1)_E1
weka.CfsSubsetEval(1)_P1
weka.RandomTree(1)_K0
weka.RandomTree(1)_M1.0
weka.RandomTree(1)_S1

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
0.7986
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6414
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4515
Cross-validation details (10-fold Crossvalidation)
KB relative information score
44024.8784
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.131
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)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6415
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6596
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.8698
Cross-validation details (10-fold Crossvalidation)
Recall
0.6596
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7068
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3044
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.264
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8673
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
937.158[559.23073532101811015.2555353338006443.51169859898266911.17140496421141756.6205822745662]