DEVELOPMENT... OpenML
Run
126532

Run 126532

Task 3598 (Supervised Classification) fri_c0_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)_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
0.8618
Per class
Build CPU time
0.3896
Build memory
598745218.4
F measure
0.7762
Per class
Kappa
0.552
KB relative information score
137.574
Mean absolute error
0.2235
Mean prior absolute error
0.498
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
0.778
Per class
Predictive accuracy
0.776
Prior entropy
0.9971
Recall
0.776
Per class
Relative absolute error
0.4488
Root mean prior squared error
0.499
Root mean squared error
0.4565
Root relative squared error
0.9148
SciMark benchmark
929.5397