Run
1669475

Run 1669475

Task 14968 (Supervised Classification) cylinder-bands Uploaded 20-07-2016 by Jan van Rijn
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Flow

weka.Bagging_DecisionStump(3)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_DecisionStump(3)_P100
weka.Bagging_DecisionStump(3)_S1
weka.Bagging_DecisionStump(3)_num-slots1
weka.Bagging_DecisionStump(3)_I10
weka.Bagging_DecisionStump(3)_Wweka.classifiers.trees.DecisionStump

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
0.6987
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6381
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2996
Cross-validation details (10-fold Crossvalidation)
KB relative information score
101.2982
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4044
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4879
Cross-validation details (10-fold Crossvalidation)
Number of instances
540
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7808
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6907
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9826
Cross-validation details (10-fold Crossvalidation)
Recall
0.6907
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8287
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4939
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4463
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9035
Cross-validation details (10-fold Crossvalidation)