Run
19832

Run 19832

Task 42 (Supervised Classification) haberman Uploaded 17-06-2014 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
0.5367
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6953
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1824
Cross-validation details (10-fold Crossvalidation)
KB relative information score
23.1206
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3424
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.39
Cross-validation details (10-fold Crossvalidation)
Number of instances
306
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
0.6866
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7157
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.7157
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.878
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5217
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1824
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
894.0801[532.2675210240199960.1171087695311454.20553935656585862.3157326653431661.4948072935438]