DEVELOPMENT... OpenML
Run
66432

Run 66432

Task 3848 (Supervised Classification) squash-unstored 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
0.7768
Per class
Build CPU time
0.0033
Build memory
146425304.6154
F measure
0.6675
Per class
Kappa
0.3323
KB relative information score
19.4725
Mean absolute error
0.3091
Mean prior absolute error
0.4972
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6748
Per class
Predictive accuracy
0.6731
Prior entropy
0.996
Recall
0.6731
Per class
Relative absolute error
0.6217
Root mean prior squared error
0.4985
Root mean squared error
0.4934
Root relative squared error
0.9897
SciMark benchmark
929.8459