DEVELOPMENT... OpenML
Run
66583

Run 66583

Task 3610 (Supervised Classification) fri_c3_250_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
0.7354
Per class
Build CPU time
0.0033
Build memory
93697342.4
F measure
0.7337
Per class
Kappa
0.4564
KB relative information score
65.3082
Mean absolute error
0.3764
Mean prior absolute error
0.4919
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
0.7349
Per class
Predictive accuracy
0.736
Prior entropy
0.9883
Recall
0.736
Per class
Relative absolute error
0.7653
Root mean prior squared error
0.4959
Root mean squared error
0.4563
Root relative squared error
0.9202
SciMark benchmark
929.8459