DEVELOPMENT... OpenML
Run
79587

Run 79587

Task 1817 (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
0.9239
Per class
Build CPU time
0.114
Build memory
1739835501.6
F measure
0.7411
Per class
Kappa
0.6659
KB relative information score
2683.0408
Mean absolute error
0.1721
Mean prior absolute error
0.3748
Number of instances
4230
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7362
Per class
Predictive accuracy
0.7494
Prior entropy
1.9991
Recall
0.7494
Per class
Relative absolute error
0.4592
Root mean prior squared error
0.4329
Root mean squared error
0.282
Root relative squared error
0.6515
SciMark benchmark
941.0866

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