DEVELOPMENT... OpenML
Run
30198

Run 30198

Task 1805 (Supervised Classification) soybean Uploaded 13-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I80
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.9952
Per class
Build CPU time
0.4071
Build memory
537822654.6553
F measure
0.9137
Per class
Kappa
0.9071
KB relative information score
3036.0892
Mean absolute error
0.0197
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
0.9178
Per class
Predictive accuracy
0.9154
Prior entropy
3.8572
Recall
0.9154
Per class
Relative absolute error
0.2052
Root mean prior squared error
0.2191
Root mean squared error
0.0859
Root relative squared error
0.3921
SciMark benchmark
924.1223