DEVELOPMENT... OpenML
Run
31637

Run 31637

Task 271 (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)_I160
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
0.9948
Per class
Build CPU time
0.978
Build memory
106482264
F measure
0.8998
Per class
Kappa
0.9013
KB relative information score
198.5669
Mean absolute error
0.0182
Mean prior absolute error
0.0958
Number of instances
225
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9081
Per class
Predictive accuracy
0.9111
Prior entropy
3.8572
Recall
0.9111
Per class
Relative absolute error
0.1898
Root mean prior squared error
0.2185
Root mean squared error
0.0847
Root relative squared error
0.3876
SciMark benchmark
936.1139