Run
7556

Run 7556

Task 53 (Supervised Classification) vehicle 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)_C0.35
weka.J48(1)_M2

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
0.8614
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7031
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6059
Cross-validation details (10-fold Crossvalidation)
KB relative information score
558.425
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1475
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3748
Cross-validation details (10-fold Crossvalidation)
Number of instances
846
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
0.7019
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7045
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.7045
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3935
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4329
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.338
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7807
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
913.8647[573.57471340098741016.0585376856843483.667533998868918.5144130688141577.5081241253995]