DEVELOPMENT... OpenML
Run
66795

Run 66795

Task 3743 (Supervised Classification) fri_c2_500_25 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
0.6747
Per class
Build CPU time
0.0229
Build memory
59878425.6
F measure
0.7016
Per class
Kappa
0.3731
KB relative information score
92.7399
Mean absolute error
0.3969
Mean prior absolute error
0.4768
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
0.7012
Per class
Predictive accuracy
0.702
Prior entropy
0.9664
Recall
0.702
Per class
Relative absolute error
0.8326
Root mean prior squared error
0.4882
Root mean squared error
0.4791
Root relative squared error
0.9813
SciMark benchmark
931.8581