DEVELOPMENT... OpenML
Run
79224

Run 79224

Task 3672 (Supervised Classification) kin8nm 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
0.9306
Per class
Build CPU time
4.8656
Build memory
2731374033.4258
F measure
0.8455
Per class
Kappa
0.6908
KB relative information score
4249.8182
Mean absolute error
0.2582
Mean prior absolute error
0.4998
Number of instances
8192
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8455
Per class
Predictive accuracy
0.8455
Prior entropy
0.9998
Recall
0.8455
Per class
Relative absolute error
0.5166
Root mean prior squared error
0.4999
Root mean squared error
0.3335
Root relative squared error
0.6671
SciMark benchmark
874.7213