DEVELOPMENT... OpenML
Run
79240

Run 79240

Task 3716 (Supervised Classification) tecator 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)_I80
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
0.9749
Per class
Build CPU time
0.1332
Build memory
861777222.4
F measure
0.9081
Per class
Kappa
0.8115
KB relative information score
151.5251
Mean absolute error
0.1995
Mean prior absolute error
0.4888
Number of instances
240
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9083
Per class
Predictive accuracy
0.9083
Prior entropy
0.984
Recall
0.9083
Per class
Relative absolute error
0.4082
Root mean prior squared error
0.4943
Root mean squared error
0.2717
Root relative squared error
0.5496
SciMark benchmark
874.7213