DEVELOPMENT... OpenML
Run
126964

Run 126964

Task 1805 (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)_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
0.9812
Per class
Build CPU time
0.3595
Build memory
1103594409.2275
F measure
0.8871
Per class
Kappa
0.8752
KB relative information score
3033.5073
Mean absolute error
0.0122
Mean prior absolute error
0.0961
Number of instances
3415
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8903
Per class
Predictive accuracy
0.8864
Prior entropy
3.8572
Recall
0.8864
Per class
Relative absolute error
0.1271
Root mean prior squared error
0.2191
Root mean squared error
0.1044
Root relative squared error
0.4767
SciMark benchmark
929.5397