DEVELOPMENT... OpenML
Run
78731

Run 78731

Task 3613 (Supervised Classification) servo 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)_I160
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
0.988
Per class
Build CPU time
0.014
Build memory
263584549.1737
F measure
0.9464
Per class
Kappa
0.8481
KB relative information score
126.0042
Mean absolute error
0.0835
Mean prior absolute error
0.3533
Number of instances
167
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9467
Per class
Predictive accuracy
0.9461
Prior entropy
0.7794
Recall
0.9461
Per class
Relative absolute error
0.2363
Root mean prior squared error
0.4193
Root mean squared error
0.1893
Root relative squared error
0.4516
SciMark benchmark
945.3987