DEVELOPMENT... OpenML
Run
80585

Run 80585

Task 3765 (Supervised Classification) sleuth_case2002 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
0.6078
Per class
Build CPU time
0.0045
Build memory
2413277834.2857
F measure
0.5555
Per class
Kappa
0.1071
KB relative information score
17.2171
Mean absolute error
0.4437
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
0.5557
Per class
Predictive accuracy
0.5578
Prior entropy
0.9974
Recall
0.5578
Per class
Relative absolute error
0.8907
Root mean prior squared error
0.4991
Root mean squared error
0.53
Root relative squared error
1.062
SciMark benchmark
949.2096