DEVELOPMENT... OpenML
Run
59521

Run 59521

Task 271 (Supervised Classification) soybean Uploaded 15-11-2014 by Felicia West
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Flow

weka.Bagging_LMT(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_LMT(2)_I10
weka.Bagging_LMT(2)_P100
weka.Bagging_LMT(2)_S1
weka.Bagging_LMT(2)_Wweka.classifiers.trees.LMT
weka.Bagging_LMT(2)_num-slots1
weka.LMT(2)_I-1
weka.LMT(2)_M15
weka.LMT(2)_W0.0

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
0.9944
Per class
Build CPU time
69.839
Build memory
62030824
F measure
0.9242
Per class
Kappa
0.9164
KB relative information score
206.0611
Mean absolute error
0.0106
Mean prior absolute error
0.0958
Number of instances
225
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.9272
Per class
Predictive accuracy
0.9244
Prior entropy
3.8572
Recall
0.9244
Per class
Relative absolute error
0.1109
Root mean prior squared error
0.2185
Root mean squared error
0.0752
Root relative squared error
0.3441
SciMark benchmark
1216.8013