OpenML
7153

Run 7153

Task 53 (Supervised Classification) vehicle Uploaded 21-05-2014 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)_C0.1
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
0.8669
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.702
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6059
Cross-validation details (10-fold Crossvalidation)
KB relative information score
554.0393
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.151
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
0.7008
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
0.4029
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4329
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3326
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7684
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
908.6136[562.29550002336991014.9881711071126479.3490265306122908.01521433887441578.4200211333489]