DEVELOPMENT... OpenML
Run
27714

Run 27714

Task 1921 (Supervised Classification) soybean Uploaded 08-10-2014 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)_I20
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
0.9951
Per class
Build CPU time
0.1271
Build memory
471948180.4275
F measure
0.9293
Per class
Kappa
0.9233
KB relative information score
6255.7346
Mean absolute error
0.0145
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
0.9312
Per class
Predictive accuracy
0.93
Prior entropy
3.8572
Recall
0.93
Per class
Relative absolute error
0.151
Root mean prior squared error
0.2191
Root mean squared error
0.0767
Root relative squared error
0.3503
SciMark benchmark
927.8742