DEVELOPMENT... OpenML
Run
18165

Run 18165

Task 41 (Supervised Classification) soybean Uploaded 10-06-2014 by Felicia West
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Flow

weka.Bagging_RandomTree(1)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomTree(1)_I40
weka.Bagging_RandomTree(1)_P100
weka.Bagging_RandomTree(1)_S1
weka.Bagging_RandomTree(1)_Wweka.classifiers.trees.RandomTree
weka.Bagging_RandomTree(1)_num-slots1
weka.RandomTree(1)_K0
weka.RandomTree(1)_M1.0
weka.RandomTree(1)_S1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9965
Per class
F measure
0.9364
Per class
Kappa
0.9309
KB relative information score
599.7631
Mean absolute error
0.0234
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
0.9404
Per class
Predictive accuracy
0.937
Prior entropy
3.8572
Recall
0.937
Per class
Relative absolute error
0.2439
Root mean prior squared error
0.2191
Root mean squared error
0.0857
Root relative squared error
0.391
SciMark benchmark
944.0164[559.23073532101811012.0562417272014481.49857166643204911.80521739130441755.4912331040343]

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