DEVELOPMENT... OpenML
Run
33564

Run 33564

Task 1921 (Supervised Classification) soybean Uploaded 15-10-2014 by Felicia West
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Flow

weka.Bagging_JRip(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_JRip(2)_I160
weka.Bagging_JRip(2)_P100
weka.Bagging_JRip(2)_S1
weka.Bagging_JRip(2)_Wweka.classifiers.rules.JRip
weka.Bagging_JRip(2)_num-slots1
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
0.9961
Per class
Build CPU time
7.9025
Build memory
1624433110.8111
F measure
0.9327
Per class
Kappa
0.9275
KB relative information score
6335.5201
Mean absolute error
0.0121
Mean prior absolute error
0.0961
Number of instances
6830
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9376
Per class
Predictive accuracy
0.934
Prior entropy
3.8572
Recall
0.934
Per class
Relative absolute error
0.1258
Root mean prior squared error
0.2191
Root mean squared error
0.0699
Root relative squared error
0.3192
SciMark benchmark
942.9216