DEVELOPMENT... OpenML
Run
79199

Run 79199

Task 3915 (Supervised Classification) kc3 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
0.8351
Per class
Build CPU time
0.1576
Build memory
2953519646.9694
F measure
0.8618
Per class
Kappa
0.0415
KB relative information score
-98.904
Mean absolute error
0.1424
Mean prior absolute error
0.1716
Number of instances
458
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.842
Per class
Predictive accuracy
0.893
Prior entropy
0.4551
Recall
0.893
Per class
Relative absolute error
0.8301
Root mean prior squared error
0.2917
Root mean squared error
0.276
Root relative squared error
0.9461
SciMark benchmark
874.7213