DEVELOPMENT... OpenML
Run
66377

Run 66377

Task 257 (Supervised Classification) colic 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
0.8222
Per class
Build CPU time
0.076
Build memory
49471904
F measure
0.8013
Per class
Kappa
0.5988
KB relative information score
69.9033
Mean absolute error
0.2285
Mean prior absolute error
0.4882
Number of instances
121
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8014
Per class
Predictive accuracy
0.8017
Prior entropy
0.9509
Recall
0.8017
Per class
Relative absolute error
0.468
Root mean prior squared error
0.505
Root mean squared error
0.4289
Root relative squared error
0.8493
SciMark benchmark
942.5344