Run
1672482

Run 1672482

Task 9983 (Supervised Classification) eeg-eye-state Uploaded 20-07-2016 by Jan van Rijn
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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
0.5274
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.3569
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0164
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-775.1654
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.5151
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4948
Cross-validation details (10-fold Crossvalidation)
Number of instances
14980
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5389
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.4657
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9924
Cross-validation details (10-fold Crossvalidation)
Recall
0.4657
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0411
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4974
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5873
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1809
Cross-validation details (10-fold Crossvalidation)