DEVELOPMENT... OpenML
Run
66658

Run 66658

Task 3620 (Supervised Classification) fri_c0_100_5 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
0.9634
Per class
Build CPU time
0.0059
Build memory
118202607.2
F measure
0.8896
Per class
Kappa
0.7775
KB relative information score
75.9433
Mean absolute error
0.1231
Mean prior absolute error
0.4969
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8909
Per class
Predictive accuracy
0.89
Prior entropy
0.9956
Recall
0.89
Per class
Relative absolute error
0.2478
Root mean prior squared error
0.4984
Root mean squared error
0.279
Root relative squared error
0.5599
SciMark benchmark
929.8459