Run
20624

Run 20624

Task 30 (Supervised Classification) page-blocks Uploaded 18-06-2014 by Joaquin Vanschoren
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_BFTree(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_BFTree(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_BFTree(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_BFTree(1)_Wweka.classifiers.trees.BFTree
weka.BFTree(1)_Ctrue
weka.BFTree(1)_M2
weka.BFTree(1)_N5
weka.BFTree(1)_PPOSTPRUNED
weka.BFTree(1)_S1
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
0.9361
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9653
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8179
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3974.8397
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.019
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0762
Cross-validation details (10-fold Crossvalidation)
Number of instances
5473
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
0.9654
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9669
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.6391
Cross-validation details (10-fold Crossvalidation)
Recall
0.9669
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2501
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1949
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1104
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5666
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
937.5774[538.67836836836221010.7290985125734473.0140233577209904.880888052811760.5845701777503]