DEVELOPMENT... OpenML
Run
66740

Run 66740

Task 3724 (Supervised Classification) vinnie 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
0.9248
Per class
Build CPU time
0.0153
Build memory
333744184.8
F measure
0.8421
Per class
Kappa
0.684
KB relative information score
231.5786
Mean absolute error
0.2049
Mean prior absolute error
0.4997
Number of instances
380
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8421
Per class
Predictive accuracy
0.8421
Prior entropy
0.9995
Recall
0.8421
Per class
Relative absolute error
0.4102
Root mean prior squared error
0.4998
Root mean squared error
0.332
Root relative squared error
0.6642
SciMark benchmark
922.0796