DEVELOPMENT... OpenML
Run
127235

Run 127235

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)_I20
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
0.9093
Per class
Build CPU time
0.0055
Build memory
809520503.2
F measure
0.8281
Per class
Kappa
0.6335
KB relative information score
24.1745
Mean absolute error
0.1677
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
0.8405
Per class
Predictive accuracy
0.825
Prior entropy
0.9403
Recall
0.825
Per class
Relative absolute error
0.3669
Root mean prior squared error
0.477
Root mean squared error
0.3829
Root relative squared error
0.8026
SciMark benchmark
929.5397