Run
7753

Run 7753

Task 9 (Supervised Classification) autos 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)_M20

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
0.7649
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4988
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3681
Cross-validation details (10-fold Crossvalidation)
KB relative information score
73.6125
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1691
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2209
Cross-validation details (10-fold Crossvalidation)
Number of instances
205
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
0.5058
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5268
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.3268
Cross-validation details (10-fold Crossvalidation)
Recall
0.5268
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7653
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3318
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9043
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
937.4197[564.2965801791511960.1169947138593483.449727694041914.66854765231311764.5664888040972]