DEVELOPMENT... OpenML
Run
31624

Run 31624

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)_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
0.9953
Per class
Build CPU time
0.6797
Build memory
205277305.5695
F measure
0.9138
Per class
Kappa
0.9074
KB relative information score
3036.1439
Mean absolute error
0.0198
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
0.9183
Per class
Predictive accuracy
0.9157
Prior entropy
3.8572
Recall
0.9157
Per class
Relative absolute error
0.2056
Root mean prior squared error
0.2191
Root mean squared error
0.0858
Root relative squared error
0.3914
SciMark benchmark
948.5013