DEVELOPMENT... OpenML
Run
78641

Run 78641

Task 271 (Supervised Classification) soybean Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(2)_I160
weka.Bagging_RandomTree(2)_P100
weka.Bagging_RandomTree(2)_S1
weka.Bagging_RandomTree(2)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(2)_num-slots1
weka.RandomTree(2)_K0
weka.RandomTree(2)_M1.0
weka.RandomTree(2)_S1
weka.RandomTree(2)_V0.001

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
0.9954
Per class
Build CPU time
0.491
Build memory
1765201856
F measure
0.8909
Per class
Kappa
0.8865
KB relative information score
186.0009
Mean absolute error
0.029
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
0.9115
Per class
Predictive accuracy
0.8978
Prior entropy
3.8572
Recall
0.8978
Per class
Relative absolute error
0.3031
Root mean prior squared error
0.2185
Root mean squared error
0.0979
Root relative squared error
0.4482
SciMark benchmark
929.0404