DEVELOPMENT... OpenML
Run
66439

Run 66439

Task 3849 (Supervised Classification) analcatdata_marketing Uploaded 30-11-2014 by Felicia West
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Flow

weka.RealAdaBoost_NaiveBayes(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_NaiveBayes(1)_P100
weka.RealAdaBoost_NaiveBayes(1)_H1.0
weka.RealAdaBoost_NaiveBayes(1)_S1
weka.RealAdaBoost_NaiveBayes(1)_I10
weka.RealAdaBoost_NaiveBayes(1)_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.

21 Evaluation measures

Area under ROC curve
0.5483
Per class
Build CPU time
0.0109
Build memory
182646196.8132
F measure
0.617
Per class
Kappa
0.1062
KB relative information score
13.8692
Mean absolute error
0.3951
Mean prior absolute error
0.4326
Number of instances
364
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6138
Per class
Predictive accuracy
0.6209
Prior entropy
0.901
Recall
0.6209
Per class
Relative absolute error
0.9133
Root mean prior squared error
0.4649
Root mean squared error
0.5394
Root relative squared error
1.1603
SciMark benchmark
942.5344