Run
563986

Run 563986

Task 3946 (Supervised Classification) KDDCup09_churn Uploaded 19-04-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_NaiveBayes(3)Weka implementation of AttributeSelectedClassifier
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_NaiveBayes(3)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_NaiveBayes(3)_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.

22 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)
OS information
[Oracle Corporation, 1.8.0_77, amd64, Linux, 3.10.0-327.13.1.el7.x86_64]
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)
SciMark benchmark
1340.5543
UserCPU time millis
4320
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
1530
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
2790
Cross-validation details (10-fold Crossvalidation)