Run
1672604

Run 1672604

Task 10090 (Supervised Classification) amazon-commerce-reviews 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
0.8994
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6114
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1008.7347
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.02
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0392
Cross-validation details (10-fold Crossvalidation)
Number of instances
1500
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6595
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.608
Cross-validation details (10-fold Crossvalidation)
Prior entropy
5.6439
Cross-validation details (10-fold Crossvalidation)
Recall
0.608
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5112
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.14
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1031
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7366
Cross-validation details (10-fold Crossvalidation)