Run
562987

Run 562987

Task 3946 (Supervised Classification) KDDCup09_churn Uploaded 17-04-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_AdaBoostM1(1)Weka implementation of AttributeSelectedClassifier
weka.Ranker(3)_T-1.7976931348623157E308
weka.Ranker(3)_N-1
weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_AdaBoostM1(1)_Sweka.attributeSelection.Ranker
weka.AttributeSelectedClassifier_InfoGainAttributeEval_Ranker_AdaBoostM1(1)_Wweka.classifiers.meta.AdaBoostM1
weka.AdaBoostM1(2)_P100
weka.AdaBoostM1(2)_S1
weka.AdaBoostM1(2)_I100
weka.AdaBoostM1(2)_Wweka.classifiers.trees.DecisionStump

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
0.7264
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8916
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0044
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-18504.7498
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1281
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, 3.10.0-327.10.1.el7.x86_64]
Precision
0.888
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9265
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3787
Cross-validation details (10-fold Crossvalidation)
Recall
0.9265
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9413
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2609
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2536
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.972
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1117.7583
UserCPU time millis
303230
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
320
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
302910
Cross-validation details (10-fold Crossvalidation)