Run
1688085

Run 1688085

Task 3021 (Supervised Classification) sick Uploaded 23-07-2016 by Jan van Rijn
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Flow

weka.Bagging_OneR(13)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.OneR(18)_B6
weka.Bagging_OneR(13)_P100
weka.Bagging_OneR(13)_S1
weka.Bagging_OneR(13)_num-slots1
weka.Bagging_OneR(13)_I10
weka.Bagging_OneR(13)_Wweka.classifiers.rules.OneR

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
0.9288
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9644
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6989
Cross-validation details (10-fold Crossvalidation)
KB relative information score
2088.447
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0366
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
0.9657
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9634
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3333
Cross-validation details (10-fold Crossvalidation)
Recall
0.9634
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3176
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2398
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1761
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7344
Cross-validation details (10-fold Crossvalidation)