DEVELOPMENT... OpenML
Run
79285

Run 79285

Task 3783 (Supervised Classification) fri_c2_500_50 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
0.9329
Per class
Build CPU time
0.2734
Build memory
397323912
F measure
0.848
Per class
Kappa
0.6858
KB relative information score
215.1072
Mean absolute error
0.2998
Mean prior absolute error
0.4839
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
0.848
Per class
Predictive accuracy
0.848
Prior entropy
0.9767
Recall
0.848
Per class
Relative absolute error
0.6196
Root mean prior squared error
0.4918
Root mean squared error
0.3454
Root relative squared error
0.7023
SciMark benchmark
929.0404