DEVELOPMENT... OpenML
Run
66763

Run 66763

Task 3737 (Supervised Classification) fri_c3_250_50 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
0.5839
Per class
Build CPU time
0.0404
Build memory
292441875.2
F measure
0.5677
Per class
Kappa
0.1151
KB relative information score
20.5615
Mean absolute error
0.4483
Mean prior absolute error
0.4908
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5664
Per class
Predictive accuracy
0.572
Prior entropy
0.9868
Recall
0.572
Per class
Relative absolute error
0.9134
Root mean prior squared error
0.4954
Root mean squared error
0.5533
Root relative squared error
1.117
SciMark benchmark
930.9336