Run
1871348

Run 1871348

Task 3951 (Supervised Classification) desharnais Uploaded 28-03-2017 by Derek Lagrouw
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Flow

weka.Bagging_J48(9)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.J48(38)_C0.25
weka.J48(38)_M2
weka.Bagging_J48(9)_P100
weka.Bagging_J48(9)_S1
weka.Bagging_J48(9)_num-slots1
weka.Bagging_J48(9)_I10
weka.Bagging_J48(9)_Wweka.classifiers.trees.J48

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

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
0.6817
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4424
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28.9
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2684
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3804
Cross-validation details (10-fold Crossvalidation)
Number of instances
81
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6853
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.679
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.3765
Cross-validation details (10-fold Crossvalidation)
Recall
0.679
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7058
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4348
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.382
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8785
Cross-validation details (10-fold Crossvalidation)