DEVELOPMENT... OpenML
Run
27258

Run 27258

Task 3640 (Supervised Classification) disclosure_x_bias Uploaded 08-10-2014 by Felicia West
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Flow

weka.Bagging_J48(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_J48(2)_I20
weka.Bagging_J48(2)_P100
weka.Bagging_J48(2)_S1
weka.Bagging_J48(2)_Wweka.classifiers.trees.J48
weka.Bagging_J48(2)_num-slots1
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.5142
Per class
Build CPU time
0.0462
Build memory
689295140.1329
F measure
0.5128
Per class
Kappa
0.0234
KB relative information score
1.3709
Mean absolute error
0.4984
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
0.5126
Per class
Predictive accuracy
0.5136
Prior entropy
0.9987
Recall
0.5136
Per class
Relative absolute error
0.9986
Root mean prior squared error
0.4996
Root mean squared error
0.5043
Root relative squared error
1.0095
SciMark benchmark
942.4256