Run
11846

Run 11846

Task 29 (Supervised Classification) credit-approval 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)_C0.9
weka.J48(1)_M10

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
0.8944
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8636
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7235
Cross-validation details (10-fold Crossvalidation)
KB relative information score
437.2639
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1926
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
0.8636
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8638
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8638
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.39
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3308
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6657
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
920.2082[561.752215550862873.5063144579282483.88543266528814912.75766683510371769.1393263693276]