Run
7258

Run 7258

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)_M5

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
0.9691
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8632
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7204
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1185.3949
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0817
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
0.8624
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8709
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.2099
Cross-validation details (10-fold Crossvalidation)
Recall
0.8709
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3569
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3381
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2085
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6167
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
947.1501[560.30860489012831016.0585376856843483.449727694041913.07564286738091762.8578651418343]