Run
20717

Run 20717

Task 2071 (Supervised Classification) adult Uploaded 18-06-2014 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)_C0.2
weka.J48(1)_M2

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
0.874
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8446
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5588
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19594.7754
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.211
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
0.8439
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8509
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7939
Cross-validation details (10-fold Crossvalidation)
Recall
0.8509
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5797
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4266
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3291
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7714
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
939.4557[564.6619124438491000.2361411703304475.31730592400976902.69971088135311754.3634695038145]