DEVELOPMENT... OpenML
Run
79804

Run 79804

Task 3743 (Supervised Classification) fri_c2_500_25 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
0.9282
Per class
Build CPU time
0.1298
Build memory
1125505277.6
F measure
0.8542
Per class
Kappa
0.6918
KB relative information score
227.4174
Mean absolute error
0.2797
Mean prior absolute error
0.4768
Number of instances
500
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.856
Per class
Predictive accuracy
0.856
Prior entropy
0.9664
Recall
0.856
Per class
Relative absolute error
0.5866
Root mean prior squared error
0.4882
Root mean squared error
0.3389
Root relative squared error
0.6941
SciMark benchmark
941.5201