DEVELOPMENT... OpenML
Run
31935

Run 31935

Task 3640 (Supervised Classification) disclosure_x_bias Uploaded 13-10-2014 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)_I160
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
0.5259
Per class
Build CPU time
0.3494
Build memory
972381355.4562
F measure
0.5377
Per class
Kappa
0.075
KB relative information score
4.8302
Mean absolute error
0.4964
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
0.5389
Per class
Predictive accuracy
0.5408
Prior entropy
0.9987
Recall
0.5408
Per class
Relative absolute error
0.9945
Root mean prior squared error
0.4996
Root mean squared error
0.5018
Root relative squared error
1.0046
SciMark benchmark
942.6392