Run
2081372

Run 2081372

Task 8 (Supervised Classification) liver-disorders Uploaded 20-04-2017 by Arkesh Chatterjee
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Flow

weka.Bagging_Vote_ZeroR(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_Vote_ZeroR(1)_P100
weka.Bagging_Vote_ZeroR(1)_S1
weka.Bagging_Vote_ZeroR(1)_num-slots1
weka.Bagging_Vote_ZeroR(1)_I10
weka.Bagging_Vote_ZeroR(1)_Wweka.classifiers.meta.Vote
weka.Vote_ZeroR(5)_RAVG
weka.Vote_ZeroR(5)_S1
weka.Vote_ZeroR(5)_Bweka.classifiers.rules.ZeroR

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
0.4914
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.4255
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1.4694
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4857
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4874
Cross-validation details (10-fold Crossvalidation)
Number of instances
345
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.3361
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5797
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9818
Cross-validation details (10-fold Crossvalidation)
Recall
0.5797
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9965
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4936
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4937
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0002
Cross-validation details (10-fold Crossvalidation)