OpenML
7432

Run 7432

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)_C0.01
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
0.8726
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6882
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6075
Cross-validation details (10-fold Crossvalidation)
KB relative information score
501.27
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1921
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
0.6945
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7057
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.9991
Cross-validation details (10-fold Crossvalidation)
Recall
0.7057
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5125
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4329
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3188
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7365
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
941.1745[561.5713683165314986.916784695497484.5405689113658913.39376464446721759.4501199261804]