DEVELOPMENT... OpenML
Run
127314

Run 127314

Task 3806 (Supervised Classification) fri_c0_500_10 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
0.9481
Per class
Build CPU time
0.0883
Build memory
1498455143.2
F measure
0.8719
Per class
Kappa
0.7434
KB relative information score
358.2047
Mean absolute error
0.1446
Mean prior absolute error
0.4994
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8721
Per class
Predictive accuracy
0.872
Prior entropy
0.9991
Recall
0.872
Per class
Relative absolute error
0.2896
Root mean prior squared error
0.4997
Root mean squared error
0.3164
Root relative squared error
0.6333
SciMark benchmark
937.9119