DEVELOPMENT... OpenML
Run
30855

Run 30855

Task 1921 (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
0.996
Per class
Build CPU time
0.5163
Build memory
858515051.3921
F measure
0.9342
Per class
Kappa
0.9284
KB relative information score
6265.6941
Mean absolute error
0.0144
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
0.9357
Per class
Predictive accuracy
0.9347
Prior entropy
3.8572
Recall
0.9347
Per class
Relative absolute error
0.1502
Root mean prior squared error
0.2191
Root mean squared error
0.0752
Root relative squared error
0.3431
SciMark benchmark
942.5976