DEVELOPMENT... OpenML
Run
127597

Run 127597

Task 2119 (Supervised Classification) yeast 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
0.7231
Per class
Build CPU time
0.108
Build memory
318185248
F measure
0.5466
Per class
Kappa
0.4262
KB relative information score
24.8334
Mean absolute error
0.1734
Mean prior absolute error
0.1553
Number of instances
489
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5589
Per class
Predictive accuracy
0.5562
Prior entropy
2.5035
Recall
0.5562
Per class
Relative absolute error
1.1163
Root mean prior squared error
0.2784
Root mean squared error
0.2896
Root relative squared error
1.0402
SciMark benchmark
908.8705