DEVELOPMENT... OpenML
Run
79791

Run 79791

Task 3721 (Supervised Classification) bolts 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
0.9286
Per class
Build CPU time
0.0055
Build memory
86072205.6
F measure
0.949
Per class
Kappa
0.8864
KB relative information score
26.9759
Mean absolute error
0.16
Mean prior absolute error
0.4571
Number of instances
40
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9536
Per class
Predictive accuracy
0.95
Prior entropy
0.9403
Recall
0.95
Per class
Relative absolute error
0.35
Root mean prior squared error
0.477
Root mean squared error
0.264
Root relative squared error
0.5534
SciMark benchmark
919.2952