Run
22044

Run 22044

Task 42 (Supervised Classification) haberman Uploaded 21-06-2014 by Joaquin Vanschoren
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_SPegasos(1)Weka implementation of AttributeSelectedClassifier
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_SPegasos(1)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_SPegasos(1)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_SPegasos(1)_Wweka.classifiers.functions.SPegasos
weka.BestFirst(1)_D1
weka.BestFirst(1)_N5
weka.CfsSubsetEval(1)_E1
weka.CfsSubsetEval(1)_P1
weka.SPegasos(1)_E500
weka.SPegasos(1)_F0
weka.SPegasos(1)_L1.0E-4

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
0.58
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7062
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1984
Cross-validation details (10-fold Crossvalidation)
KB relative information score
88.1987
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2516
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
0.7151
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7484
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.836
Cross-validation details (10-fold Crossvalidation)
Recall
0.7484
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6452
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4412
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5016
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.137
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
940.1708[546.78388987861271004.6689391273646483.0147548568529913.71210817040291752.6744042525834]