DEVELOPMENT... OpenML
Run
126460

Run 126460

Task 3500 (Supervised Classification) squash-unstored 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)_I40
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
0.8919
Per class
Build CPU time
0.0523
Build memory
582926283.8462
F measure
0.8454
Per class
Kappa
0.7256
KB relative information score
37.3532
Mean absolute error
0.1057
Mean prior absolute error
0.3823
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8516
Per class
Predictive accuracy
0.8462
Prior entropy
1.3486
Recall
0.8462
Per class
Relative absolute error
0.2766
Root mean prior squared error
0.4353
Root mean squared error
0.3158
Root relative squared error
0.7255
SciMark benchmark
929.5397