DEVELOPMENT... OpenML
Run
79527

Run 79527

Task 1805 (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)_I40
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
0.9931
Per class
Build CPU time
0.1083
Build memory
1194742385.4032
F measure
0.9104
Per class
Kappa
0.9025
KB relative information score
2827.3761
Mean absolute error
0.0316
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
0.9142
Per class
Predictive accuracy
0.9113
Prior entropy
3.8572
Recall
0.9113
Per class
Relative absolute error
0.3287
Root mean prior squared error
0.2191
Root mean squared error
0.103
Root relative squared error
0.4701
SciMark benchmark
931.0999