DEVELOPMENT... OpenML
Run
126693

Run 126693

Task 3785 (Supervised Classification) fri_c2_100_50 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
0.6141
Per class
Build CPU time
0.1655
Build memory
1414794088
F measure
0.6211
Per class
Kappa
0.2251
KB relative information score
19.5623
Mean absolute error
0.3893
Mean prior absolute error
0.4875
Number of instances
100
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6227
Per class
Predictive accuracy
0.62
Prior entropy
0.9822
Recall
0.62
Per class
Relative absolute error
0.7987
Root mean prior squared error
0.4936
Root mean squared error
0.6139
Root relative squared error
1.2438
SciMark benchmark
943.2074