DEVELOPMENT... OpenML
Run
167908

Run 167908

Task 3948 (Supervised Classification) KDDCup09_upselling Uploaded 19-02-2015 by Felicia West
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Flow

weka.MultiBoostAB_NaiveBayes(2)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.MultiBoostAB_NaiveBayes(2)_C3
weka.MultiBoostAB_NaiveBayes(2)_P100
weka.MultiBoostAB_NaiveBayes(2)_S1
weka.MultiBoostAB_NaiveBayes(2)_I40
weka.MultiBoostAB_NaiveBayes(2)_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
0.633
Per class
F measure
0.8575
Per class
Kappa
0.0714
KB relative information score
-71526.9585
Mean absolute error
0.2036
Mean prior absolute error
0.1364
Number of instances
50000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8738
Per class
Predictive accuracy
0.843
Prior entropy
0.3794
Recall
0.843
Per class
Relative absolute error
1.4921
Root mean prior squared error
0.2612
Root mean squared error
0.3707
Root relative squared error
1.4193
SciMark benchmark
876.8277
UserCPU time millis
62840
UserCPU time millis testing
13580
UserCPU time millis training
49260