DEVELOPMENT... OpenML
Run
154071

Run 154071

Task 3948 (Supervised Classification) KDDCup09_upselling Uploaded 10-02-2015 by Felicia West
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Flow

weka.RealAdaBoost_DecisionStump(1)J. Friedman, T. Hastie, R. Tibshirani (2000). Additive Logistic Regression: a Statistical View of Boosting. Annals of Statistics. 95(2):337-407.
weka.RealAdaBoost_DecisionStump(1)_P100
weka.RealAdaBoost_DecisionStump(1)_H1.0
weka.RealAdaBoost_DecisionStump(1)_S1
weka.RealAdaBoost_DecisionStump(1)_I10
weka.RealAdaBoost_DecisionStump(1)_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
0.8599
Per class
F measure
0.9425
Per class
Kappa
0.5283
KB relative information score
4950.197
Mean absolute error
0.0922
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
0.945
Per class
Predictive accuracy
0.9501
Prior entropy
0.3794
Recall
0.9501
Per class
Relative absolute error
0.6755
Root mean prior squared error
0.2612
Root mean squared error
0.2113
Root relative squared error
0.809
SciMark benchmark
943.2745
UserCPU time millis
55090
UserCPU time millis testing
110
UserCPU time millis training
54980