Run
7159

Run 7159

Task 29 (Supervised Classification) credit-approval Uploaded 21-05-2014 by Joaquin Vanschoren
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Flow

weka.MultiClassClassifier_Logistic(1)Weka implementation of MultiClassClassifier
weka.Logistic(1)_M-1
weka.Logistic(1)_R1.0E-8
weka.MultiClassClassifier_Logistic(1)_M0
weka.MultiClassClassifier_Logistic(1)_R2.0
weka.MultiClassClassifier_Logistic(1)_S1
weka.MultiClassClassifier_Logistic(1)_Wweka.classifiers.functions.Logistic

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
0.9074
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8482
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.694
Cross-validation details (10-fold Crossvalidation)
KB relative information score
428.514
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1956
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
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
0.8501
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8478
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8478
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3959
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3342
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6725
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
914.5096[565.5774034618904853.7682915617813484.5405689113658908.64471704177161760.017229859821]