Run
8439

Run 8439

Task 40 (Supervised Classification) glass 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)_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.

17 Evaluation measures

Area under ROC curve
0.8016
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6638
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5423
Cross-validation details (10-fold Crossvalidation)
KB relative information score
118.0816
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1102
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2116
Cross-validation details (10-fold Crossvalidation)
Number of instances
214
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6662
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6636
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.2315
Cross-validation details (10-fold Crossvalidation)
Recall
0.6636
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5208
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3244
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2879
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8873
Cross-validation details (10-fold Crossvalidation)