DEVELOPMENT... OpenML
Run
79452

Run 79452

Task 1787 (Supervised Classification) cmc 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
0.6834
Per class
Build CPU time
0.1728
Build memory
1264020831.2755
F measure
0.5058
Per class
Kappa
0.2336
KB relative information score
1713.5877
Mean absolute error
0.3623
Mean prior absolute error
0.4308
Number of instances
7365
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5047
Per class
Predictive accuracy
0.5074
Prior entropy
1.5392
Recall
0.5074
Per class
Relative absolute error
0.8409
Root mean prior squared error
0.4641
Root mean squared error
0.4549
Root relative squared error
0.9803
SciMark benchmark
931.0999