DEVELOPMENT... OpenML
Run
80192

Run 80192

Task 3716 (Supervised Classification) tecator Uploaded 02-12-2014 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)_I20
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
0.962
Per class
Build CPU time
0.0389
Build memory
3610281279.2
F measure
0.8958
Per class
Kappa
0.7866
KB relative information score
151.1138
Mean absolute error
0.1981
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
0.8957
Per class
Predictive accuracy
0.8958
Prior entropy
0.984
Recall
0.8958
Per class
Relative absolute error
0.4053
Root mean prior squared error
0.4943
Root mean squared error
0.2823
Root relative squared error
0.571
SciMark benchmark
941.5201