DEVELOPMENT... OpenML
Run
79596

Run 79596

Task 283 (Supervised Classification) vehicle 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)_I40
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
0.9359
Per class
Build CPU time
0.182
Build memory
117514952
F measure
0.7604
Per class
Kappa
0.6901
KB relative information score
181.9721
Mean absolute error
0.1641
Mean prior absolute error
0.3748
Number of instances
279
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7644
Per class
Predictive accuracy
0.767
Prior entropy
1.9991
Recall
0.767
Per class
Relative absolute error
0.4379
Root mean prior squared error
0.4328
Root mean squared error
0.2738
Root relative squared error
0.6327
SciMark benchmark
941.5201

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