Run
1672409

Run 1672409

Task 3021 (Supervised Classification) sick Uploaded 20-07-2016 by Jan van Rijn
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Flow

weka.Bagging_NaiveBayes(9)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_NaiveBayes(9)_P100
weka.Bagging_NaiveBayes(9)_S1
weka.Bagging_NaiveBayes(9)_num-slots1
weka.Bagging_NaiveBayes(9)_I10
weka.Bagging_NaiveBayes(9)_Wweka.classifiers.bayes.NaiveBayes

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
0.9325
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9362
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5285
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1500.0811
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0901
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1152
Cross-validation details (10-fold Crossvalidation)
Number of instances
3772
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9513
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9274
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3333
Cross-validation details (10-fold Crossvalidation)
Recall
0.9274
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7822
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2398
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.227
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9468
Cross-validation details (10-fold Crossvalidation)