DEVELOPMENT... OpenML
Run
80700

Run 80700

Task 3561 (Supervised Classification) profb 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
0.5441
Per class
Build CPU time
0.0197
Build memory
1024073972.1191
F measure
0.5813
Per class
Kappa
0.0302
KB relative information score
-9.8495
Mean absolute error
0.437
Mean prior absolute error
0.4446
Number of instances
672
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5713
Per class
Predictive accuracy
0.6176
Prior entropy
0.9188
Recall
0.6176
Per class
Relative absolute error
0.9829
Root mean prior squared error
0.4714
Root mean squared error
0.4966
Root relative squared error
1.0533
SciMark benchmark
947.4258