Run
22597

Run 22597

Task 23 (Supervised Classification) cmc Uploaded 22-06-2014 by Joaquin Vanschoren
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Flow

weka.Bagging_LADTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LADTree(1)_I40
weka.Bagging_LADTree(1)_P100
weka.Bagging_LADTree(1)_S1
weka.Bagging_LADTree(1)_Wweka.classifiers.trees.LADTree
weka.Bagging_LADTree(1)_num-slots1
weka.LADTree(1)_B10

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
0.7401
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.555
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.309
Cross-validation details (10-fold Crossvalidation)
KB relative information score
333.7985
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3621
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4308
Cross-validation details (10-fold Crossvalidation)
Number of instances
1473
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5631
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.558
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.5392
Cross-validation details (10-fold Crossvalidation)
Recall
0.558
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8405
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4641
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4229
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9113
Cross-validation details (10-fold Crossvalidation)