Run
12550

Run 12550

Task 21 (Supervised Classification) car 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
0.9174
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7937
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6013
Cross-validation details (10-fold Crossvalidation)
KB relative information score
833.9921
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1262
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.229
Cross-validation details (10-fold Crossvalidation)
Number of instances
1728
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
0.7915
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8137
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.8137
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5513
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2537
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7503
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
921.3456[563.0215016394978879.4865456047008484.10363182779514912.12245438067161767.9939646936223]