DEVELOPMENT... OpenML
Run
69938

Run 69938

Task 1805 (Supervised Classification) soybean Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_OneR(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(2)_I80
weka.Bagging_OneR(2)_P100
weka.Bagging_OneR(2)_S1
weka.Bagging_OneR(2)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(2)_num-slots1
weka.OneR(3)_B6

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
0.7923
Per class
Build CPU time
0.0216
Build memory
1369277370.3239
F measure
0.3553
Per class
Kappa
0.3511
KB relative information score
1388.9064
Mean absolute error
0.0629
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
0.3425
Per class
Predictive accuracy
0.4261
Prior entropy
3.8572
Recall
0.4261
Per class
Relative absolute error
0.6546
Root mean prior squared error
0.2191
Root mean squared error
0.2068
Root relative squared error
0.9436
SciMark benchmark
937.52