Run
20129

Run 20129

Task 2074 (Supervised Classification) satimage Uploaded 18-06-2014 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)_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.

17 Evaluation measures

Area under ROC curve
0.9636
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8525
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.8217
Cross-validation details (10-fold Crossvalidation)
KB relative information score
5095.8
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0698
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2701
Cross-validation details (10-fold Crossvalidation)
Number of instances
6430
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8513
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8561
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.4836
Cross-validation details (10-fold Crossvalidation)
Recall
0.8561
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.2583
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3675
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1955
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5321
Cross-validation details (10-fold Crossvalidation)