DEVELOPMENT... OpenML
Run
66695

Run 66695

Task 3884 (Supervised Classification) page-blocks 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
0.9065
Per class
Build CPU time
0.0915
Build memory
150350928.6549
F measure
0.8957
Per class
Kappa
0.4171
KB relative information score
1430.8436
Mean absolute error
0.0996
Mean prior absolute error
0.1838
Number of instances
5473
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8933
Per class
Predictive accuracy
0.8986
Prior entropy
0.4768
Recall
0.8986
Per class
Relative absolute error
0.5419
Root mean prior squared error
0.3031
Root mean squared error
0.3047
Root relative squared error
1.0053
SciMark benchmark
942.5344