Run
1666114

Run 1666114

Task 14965 (Supervised Classification) bank-marketing Uploaded 20-07-2016 by Jan van Rijn
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Flow

weka.NBTree(6)Ron Kohavi: Scaling Up the Accuracy of Naive-Bayes Classifiers: A Decision-Tree Hybrid. In: Second International Conference on Knoledge Discovery and Data Mining, 202-207, 1996.

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
0.8999
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8952
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4621
Cross-validation details (10-fold Crossvalidation)
KB relative information score
12108.8103
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1209
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2066
Cross-validation details (10-fold Crossvalidation)
Number of instances
45211
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.892
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9021
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.5207
Cross-validation details (10-fold Crossvalidation)
Recall
0.9021
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5852
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3214
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2665
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8291
Cross-validation details (10-fold Crossvalidation)