DEVELOPMENT... OpenML
Run
26874

Run 26874

Task 271 (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
0.9914
Per class
Build CPU time
0.136
Build memory
28405384
F measure
0.8907
Per class
Kappa
0.8915
KB relative information score
196.4805
Mean absolute error
0.0191
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
0.8996
Per class
Predictive accuracy
0.9022
Prior entropy
3.8572
Recall
0.9022
Per class
Relative absolute error
0.1991
Root mean prior squared error
0.2185
Root mean squared error
0.0902
Root relative squared error
0.4129
SciMark benchmark
899.6192