DEVELOPMENT... OpenML
Run
127851

Run 127851

Task 3737 (Supervised Classification) fri_c3_250_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)_I10
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
0.6313
Per class
Build CPU time
0.1165
Build memory
631209339.2
F measure
0.6122
Per class
Kappa
0.2103
KB relative information score
42.8127
Mean absolute error
0.4069
Mean prior absolute error
0.4908
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6124
Per class
Predictive accuracy
0.612
Prior entropy
0.9868
Recall
0.612
Per class
Relative absolute error
0.8289
Root mean prior squared error
0.4954
Root mean squared error
0.5593
Root relative squared error
1.1291
SciMark benchmark
943.2074