DEVELOPMENT... OpenML
Run
22948

Run 22948

Task 41 (Supervised Classification) soybean Uploaded 23-06-2014 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)_I80
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
0.9964
Per class
F measure
0.9352
Per class
Kappa
0.9293
KB relative information score
600.0049
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
0.939
Per class
Predictive accuracy
0.9356
Prior entropy
3.8572
Recall
0.9356
Per class
Relative absolute error
0.2438
Root mean prior squared error
0.2191
Root mean squared error
0.0852
Root relative squared error
0.3886
SciMark benchmark
936.6968[554.78390915119041000.2362030636302475.31730592400976910.53839766977511742.608053324618]