DEVELOPMENT... OpenML
Run
66743

Run 66743

Task 3726 (Supervised Classification) sleuth_ex2016 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
0.827
Per class
Build CPU time
0.0023
Build memory
72900061.6092
F measure
0.77
Per class
Kappa
0.5411
KB relative information score
40.971
Mean absolute error
0.2696
Mean prior absolute error
0.4994
Number of instances
87
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7731
Per class
Predictive accuracy
0.7701
Prior entropy
0.9992
Recall
0.7701
Per class
Relative absolute error
0.5398
Root mean prior squared error
0.4997
Root mean squared error
0.4402
Root relative squared error
0.8809
SciMark benchmark
929.0695