DEVELOPMENT... OpenML
Run
52082

Run 52082

Task 1805 (Supervised Classification) soybean Uploaded 07-11-2014 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)_I80
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
0.995
Per class
Build CPU time
391.6872
Build memory
98963249.8671
F measure
0.9284
Per class
Kappa
0.9216
KB relative information score
3174.6311
Mean absolute error
0.011
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
0.9301
Per class
Predictive accuracy
0.9286
Prior entropy
3.8572
Recall
0.9286
Per class
Relative absolute error
0.1146
Root mean prior squared error
0.2191
Root mean squared error
0.0734
Root relative squared error
0.3351
SciMark benchmark
944.5683