Run
1669372

Run 1669372

Task 3954 (Supervised Classification) MagicTelescope 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
0.7441
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7296
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4264
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3806.5164
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3697
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.456
Cross-validation details (10-fold Crossvalidation)
Number of instances
19020
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7443
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7245
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9355
Cross-validation details (10-fold Crossvalidation)
Recall
0.7245
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8107
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4775
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4279
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8961
Cross-validation details (10-fold Crossvalidation)