DEVELOPMENT... OpenML
Run
80541

Run 80541

Task 3737 (Supervised Classification) fri_c3_250_50 Uploaded 02-12-2014 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)_I10
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
0.8227
Per class
Build CPU time
0.0219
Build memory
1142889926.4
F measure
0.7686
Per class
Kappa
0.5304
KB relative information score
66.7165
Mean absolute error
0.3748
Mean prior absolute error
0.4908
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.7701
Per class
Predictive accuracy
0.768
Prior entropy
0.9868
Recall
0.768
Per class
Relative absolute error
0.7636
Root mean prior squared error
0.4954
Root mean squared error
0.4191
Root relative squared error
0.846
SciMark benchmark
919.2952