Run
1834299

Run 1834299

Task 3946 (Supervised Classification) KDDCup09_churn Uploaded 22-10-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_MultilayerPerceptron(1)Weka implementation of AttributeSelectedClassifier
weka.MultilayerPerceptron(4)_L0.3
weka.MultilayerPerceptron(4)_M0.2
weka.MultilayerPerceptron(4)_N500
weka.MultilayerPerceptron(4)_V0
weka.MultilayerPerceptron(4)_S0
weka.MultilayerPerceptron(4)_E20
weka.MultilayerPerceptron(4)_H10
weka.AttributeSelectedClassifier_MultilayerPerceptron(1)_Eweka.attributeSelection.CfsSubsetEval -P 1 -E 1
weka.AttributeSelectedClassifier_MultilayerPerceptron(1)_Sweka.attributeSelection.BestFirst -D 1 -N 5
weka.AttributeSelectedClassifier_MultilayerPerceptron(1)_Wweka.classifiers.functions.MultilayerPerceptron

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.5159
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8912
Per class
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-21348.977
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1455
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
0.8585
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9266
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3787
Cross-validation details (10-fold Crossvalidation)
Recall
0.9266
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.0687
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2609
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2605
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9985
Cross-validation details (10-fold Crossvalidation)
Total cost