Run
1572890

Run 1572890

Task 3946 (Supervised Classification) KDDCup09_churn Uploaded 18-07-2016 by Jan van Rijn
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Flow

weka.NaiveBayes(13)George H. John, Pat Langley: Estimating Continuous Distributions in Bayesian Classifiers. In: Eleventh Conference on Uncertainty in Artificial Intelligence, San Mateo, 338-345, 1995.

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
0.5918
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6897
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0416
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-184100.7442
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4069
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1361
Cross-validation details (10-fold Crossvalidation)
Number of instances
50000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8794
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5933
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3787
Cross-validation details (10-fold Crossvalidation)
Recall
0.5933
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
2.9895
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2609
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5776
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
2.2142
Cross-validation details (10-fold Crossvalidation)