DEVELOPMENT... OpenML
Run
126038

Run 126038

Task 3721 (Supervised Classification) bolts Uploaded 25-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_NaiveBayes(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_NaiveBayes(2)_I80
weka.AdaBoostM1_NaiveBayes(2)_P100
weka.AdaBoostM1_NaiveBayes(2)_S1
weka.AdaBoostM1_NaiveBayes(2)_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
0.9052
Per class
Build CPU time
0.0098
Build memory
1469743664.8
F measure
0.852
Per class
Kappa
0.6809
KB relative information score
25.9574
Mean absolute error
0.1494
Mean prior absolute error
0.4571
Number of instances
40
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8583
Per class
Predictive accuracy
0.85
Prior entropy
0.9403
Recall
0.85
Per class
Relative absolute error
0.3268
Root mean prior squared error
0.477
Root mean squared error
0.3652
Root relative squared error
0.7656
SciMark benchmark
943.5504