DEVELOPMENT... OpenML
Run
115815

Run 115815

Task 41 (Supervised Classification) soybean Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_JRip(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_JRip(2)_I160
weka.AdaBoostM1_JRip(2)_P100
weka.AdaBoostM1_JRip(2)_S1
weka.AdaBoostM1_JRip(2)_Wweka.classifiers.rules.JRip
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_S1

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
0.9875
Per class
Build CPU time
2.3817
Build memory
669226191.5549
F measure
0.936
Per class
Kappa
0.9293
KB relative information score
641.287
Mean absolute error
0.0069
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
0.9371
Per class
Predictive accuracy
0.9356
Prior entropy
3.8572
Recall
0.9356
Per class
Relative absolute error
0.0718
Root mean prior squared error
0.2191
Root mean squared error
0.0782
Root relative squared error
0.357
SciMark benchmark
920.7965