Run
2081370

Run 2081370

Task 5 (Supervised Classification) arrhythmia 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
0.473
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3811
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3.2331
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0854
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0855
Cross-validation details (10-fold Crossvalidation)
Number of instances
452
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2938
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.542
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5222
Cross-validation details (10-fold Crossvalidation)
Recall
0.542
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9981
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2055
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2056
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0004
Cross-validation details (10-fold Crossvalidation)