DEVELOPMENT... OpenML
Run
66484

Run 66484

Task 15 (Supervised Classification) breast-w 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
0.9811
Per class
Build CPU time
0.0154
Build memory
203957847.279
F measure
0.9616
Per class
Kappa
0.9158
KB relative information score
634.652
Mean absolute error
0.0402
Mean prior absolute error
0.452
Number of instances
699
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9628
Per class
Predictive accuracy
0.9614
Prior entropy
0.9297
Recall
0.9614
Per class
Relative absolute error
0.089
Root mean prior squared error
0.4753
Root mean squared error
0.1946
Root relative squared error
0.4094
SciMark benchmark
942.5344