DEVELOPMENT... OpenML
Run
125062

Run 125062

Task 41 (Supervised Classification) soybean 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)_I160
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
0.9907
Per class
Build CPU time
0.4934
Build memory
919957592.9839
F measure
0.9151
Per class
Kappa
0.9068
KB relative information score
629.9043
Mean absolute error
0.0092
Mean prior absolute error
0.0961
Number of instances
683
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9167
Per class
Predictive accuracy
0.9151
Prior entropy
3.8572
Recall
0.9151
Per class
Relative absolute error
0.0959
Root mean prior squared error
0.2191
Root mean squared error
0.0857
Root relative squared error
0.3909
SciMark benchmark
943.5504