Run
7380

Run 7380

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)_C0.01
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
0.8861
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9071
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7955
Cross-validation details (10-fold Crossvalidation)
KB relative information score
248.1818
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1442
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
0.9108
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9088
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9425
Cross-validation details (10-fold Crossvalidation)
Recall
0.9088
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3132
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4797
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2885
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6013
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
918.1552[558.8723522008845906.3757561602132457.4954738938241908.01528932595751760.017229859821]