DEVELOPMENT... OpenML
Run
79847

Run 79847

Task 3765 (Supervised Classification) sleuth_case2002 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
0.6477
Per class
Build CPU time
0.0166
Build memory
1337518203.4286
F measure
0.6252
Per class
Kappa
0.247
KB relative information score
23.1274
Mean absolute error
0.4253
Mean prior absolute error
0.4982
Number of instances
147
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6251
Per class
Predictive accuracy
0.6259
Prior entropy
0.9974
Recall
0.6259
Per class
Relative absolute error
0.8538
Root mean prior squared error
0.4991
Root mean squared error
0.5065
Root relative squared error
1.0149
SciMark benchmark
941.5201