Run
19547

Run 19547

Task 2071 (Supervised Classification) adult Uploaded 16-06-2014 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)_M15

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
0.8924
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.844
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5605
Cross-validation details (10-fold Crossvalidation)
KB relative information score
20504.8516
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1998
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3641
Cross-validation details (10-fold Crossvalidation)
Number of instances
48842
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
0.8426
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8488
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7939
Cross-validation details (10-fold Crossvalidation)
Recall
0.8488
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5489
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.326
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7641
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
944.7391[562.65828827718581014.7209476623404481.93081680843505908.32989414330441756.0556588021248]