DEVELOPMENT... OpenML
Run
66810

Run 66810

Task 3747 (Supervised Classification) fri_c0_500_5 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
0.956
Per class
Build CPU time
0.0236
Build memory
439042596.8
F measure
0.874
Per class
Kappa
0.748
KB relative information score
343.7309
Mean absolute error
0.1644
Mean prior absolute error
0.5
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.874
Per class
Predictive accuracy
0.874
Prior entropy
1
Recall
0.874
Per class
Relative absolute error
0.3288
Root mean prior squared error
0.5
Root mean squared error
0.2911
Root relative squared error
0.5822
SciMark benchmark
929.0695