Run
9537

Run 9537

Task 57 (Supervised Classification) ionosphere 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)_C0.1
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
0.8901
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9191
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8223
Cross-validation details (10-fold Crossvalidation)
KB relative information score
256.8954
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1331
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4604
Cross-validation details (10-fold Crossvalidation)
Number of instances
351
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
0.9212
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9202
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9425
Cross-validation details (10-fold Crossvalidation)
Recall
0.9202
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.289
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2727
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5685
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.6576[564.29653665317711015.7907504114269484.54051677983614913.07556704216551760.5845701777503]