DEVELOPMENT... OpenML
Run
66728

Run 66728

Task 3717 (Supervised Classification) analcatdata_gsssexsurvey 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
0.5618
Per class
Build CPU time
0.0043
Build memory
52813183.195
F measure
0.6822
Per class
Kappa
-0.0038
KB relative information score
-9.896
Mean absolute error
0.3314
Mean prior absolute error
0.3453
Number of instances
159
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6549
Per class
Predictive accuracy
0.7296
Prior entropy
0.7667
Recall
0.7296
Per class
Relative absolute error
0.9597
Root mean prior squared error
0.4143
Root mean squared error
0.4524
Root relative squared error
1.0918
SciMark benchmark
929.0695