DEVELOPMENT... OpenML
Run
46430

Run 46430

Task 41 (Supervised Classification) soybean Uploaded 01-11-2014 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)_I160
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
0.9966
Per class
Build CPU time
1890.9449
Build memory
995828913.3001
F measure
0.9342
Per class
Kappa
0.9278
KB relative information score
646.0901
Mean absolute error
0.0083
Mean prior absolute error
0.0961
Number of instances
683
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.936
Per class
Predictive accuracy
0.9341
Prior entropy
3.8572
Recall
0.9341
Per class
Relative absolute error
0.0863
Root mean prior squared error
0.2191
Root mean squared error
0.0659
Root relative squared error
0.3009
SciMark benchmark
941.8931