OpenML
12671

Run 12671

Task 31 (Supervised Classification) credit-g Uploaded 22-05-2014 by Joaquin Vanschoren
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Flow

weka.J48(1)Ross Quinlan (1993). C4.5: Programs for Machine Learning. Morgan Kaufmann Publishers, San Mateo, CA.
weka.J48(1)_C0.25
weka.J48(1)_M5

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.

17 Evaluation measures

Area under ROC curve
0.6885
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6935
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.245
Cross-validation details (10-fold Crossvalidation)
KB relative information score
162.0168
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3447
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4202
Cross-validation details (10-fold Crossvalidation)
Number of instances
1000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6894
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.711
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8818
Cross-validation details (10-fold Crossvalidation)
Recall
0.711
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8203
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4583
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4525
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9875
Cross-validation details (10-fold Crossvalidation)