Run
555313

Run 555313

Task 3948 (Supervised Classification) KDDCup09_upselling Uploaded 13-04-2016 by Jan van Rijn
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Flow

weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_AdaBoostM1_Decisio nStump(3)Weka implementation of AttributeSelectedClassifier
weka.CfsSubsetEval(5)_P1
weka.CfsSubsetEval(5)_E1
weka.BestFirst(4)_D1
weka.BestFirst(4)_N5
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_AdaBoostM1_DecisionStump(3)_Eweka.attributeSelection.CfsSubsetEval
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_AdaBoostM1_DecisionStump(3)_Sweka.attributeSelection.BestFirst
weka.AttributeSelectedClassifier_CfsSubsetEval_BestFirst_AdaBoostM1_DecisionStump(3)_Wweka.classifiers.meta.AdaBoostM1
weka.AdaBoostM1_DecisionStump(15)_P100
weka.AdaBoostM1_DecisionStump(15)_S1
weka.AdaBoostM1_DecisionStump(15)_I100
weka.AdaBoostM1_DecisionStump(15)_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
0.8139
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9366
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5115
Cross-validation details (10-fold Crossvalidation)
KB relative information score
10687.3035
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0995
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1364
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
0.9346
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.94
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3794
Cross-validation details (10-fold Crossvalidation)
Recall
0.94
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7289
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2612
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2227
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8525
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
1131.4003
UserCPU time millis
57120
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis testing
130
Cross-validation details (10-fold Crossvalidation)
UserCPU time millis training
56990
Cross-validation details (10-fold Crossvalidation)