DEVELOPMENT... OpenML
Run
46278

Run 46278

Task 1805 (Supervised Classification) soybean Uploaded 31-10-2014 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
0.9951
Per class
Build CPU time
777.5837
Build memory
179982918.2876
F measure
0.9284
Per class
Kappa
0.9216
KB relative information score
3175.2803
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
0.93
Per class
Predictive accuracy
0.9286
Prior entropy
3.8572
Recall
0.9286
Per class
Relative absolute error
0.1145
Root mean prior squared error
0.2191
Root mean squared error
0.0733
Root relative squared error
0.3346
SciMark benchmark
942.7014