DEVELOPMENT... OpenML
Run
75101

Run 75101

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

weka.Bagging_RandomForest(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_RandomForest(2)_I10
weka.Bagging_RandomForest(2)_P100
weka.Bagging_RandomForest(2)_S1
weka.Bagging_RandomForest(2)_Wweka.classifiers.trees.RandomForest
weka.Bagging_RandomForest(2)_num-slots1
weka.RandomForest(2)_I100
weka.RandomForest(2)_K0
weka.RandomForest(2)_S1
weka.RandomForest(2)_num-slots1

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
3.006
Build memory
848444704
F measure
0.8951
Per class
Kappa
0.8914
KB relative information score
180.0375
Mean absolute error
0.0339
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
0.9164
Per class
Predictive accuracy
0.9022
Prior entropy
3.8572
Recall
0.9022
Per class
Relative absolute error
0.3534
Root mean prior squared error
0.2185
Root mean squared error
0.1053
Root relative squared error
0.4822
SciMark benchmark
910.9043