DEVELOPMENT... OpenML
Run
79165

Run 79165

Task 3640 (Supervised Classification) disclosure_x_bias 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
0.5075
Per class
Build CPU time
0.2232
Build memory
483389050.6103
F measure
0.5011
Per class
Kappa
-0
KB relative information score
2.0634
Mean absolute error
0.4977
Mean prior absolute error
0.4991
Number of instances
662
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5009
Per class
Predictive accuracy
0.5015
Prior entropy
0.9987
Recall
0.5015
Per class
Relative absolute error
0.9971
Root mean prior squared error
0.4996
Root mean squared error
0.5332
Root relative squared error
1.0674
SciMark benchmark
941.0866