DEVELOPMENT... OpenML
Run
80281

Run 80281

Task 3561 (Supervised Classification) profb 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
0.5502
Per class
Build CPU time
0.0366
Build memory
287427567.869
F measure
0.581
Per class
Kappa
0.0308
KB relative information score
-5.8357
Mean absolute error
0.4369
Mean prior absolute error
0.4446
Number of instances
672
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5726
Per class
Predictive accuracy
0.625
Prior entropy
0.9188
Recall
0.625
Per class
Relative absolute error
0.9826
Root mean prior squared error
0.4714
Root mean squared error
0.4893
Root relative squared error
1.038
SciMark benchmark
943.4766