Run
363

Run 363

Task 29 (Supervised Classification) credit-approval Uploaded 07-04-2014 by Jan van Rijn
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Flow

weka.Logistic(1)le Cessie, S., van Houwelingen, J.C. (1992). Ridge Estimators in Logistic Regression. Applied Statistics. 41(1):191-201.
weka.Logistic(1)_M-1
weka.Logistic(1)_R1.0E-8

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
[ Oracle Corporation, 1.7.0_51, amd64, Linux, 3.7.10-1.28-desktop ]
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
2000.4043