DEVELOPMENT... OpenML
Run
127408

Run 127408

Task 3914 (Supervised Classification) ar6 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
0.5302
Per class
Build CPU time
0.0097
Build memory
231188111.8416
F measure
0.803
Per class
Kappa
0.1893
KB relative information score
-1.5339
Mean absolute error
0.2141
Mean prior absolute error
0.2577
Number of instances
101
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7958
Per class
Predictive accuracy
0.8119
Prior entropy
0.623
Recall
0.8119
Per class
Relative absolute error
0.8308
Root mean prior squared error
0.3557
Root mean squared error
0.3681
Root relative squared error
1.0349
SciMark benchmark
943.2074