Run
2040512

Run 2040512

Task 3951 (Supervised Classification) desharnais Uploaded 12-04-2017 by Milan Tresoor
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Flow

weka.Bagging_REPTree(27)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_REPTree(27)_P100
weka.Bagging_REPTree(27)_S1
weka.Bagging_REPTree(27)_num-slots2
weka.Bagging_REPTree(27)_I10
weka.Bagging_REPTree(27)_Wweka.classifiers.trees.REPTree
weka.REPTree(19)_M2
weka.REPTree(19)_V0.001
weka.REPTree(19)_N3
weka.REPTree(19)_S1
weka.REPTree(19)_L-1
weka.REPTree(19)_I0.0

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
0.8018
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6614
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3922
Cross-validation details (10-fold Crossvalidation)
KB relative information score
28.987
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2755
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
0.6648
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
0.7242
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4348
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.371
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8534
Cross-validation details (10-fold Crossvalidation)