OpenML
12244

Run 12244

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)_C0.4
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
0.8613
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
558.5721
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
0.7808
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
917.3326[568.5269216233569864.8809991615149483.449727694041911.48820099582031758.3172656914378]