DEVELOPMENT... OpenML
Run
33537

Run 33537

Task 4474 (Supervised Classification) chscase_census5 Uploaded 15-10-2014 by Felicia West
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Flow

weka.Bagging_JRip(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_JRip(2)_I160
weka.Bagging_JRip(2)_P100
weka.Bagging_JRip(2)_S1
weka.Bagging_JRip(2)_Wweka.classifiers.rules.JRip
weka.Bagging_JRip(2)_num-slots1
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_S1

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
0.5083
Per class
Build CPU time
3.2737
Build memory
94755956.88
F measure
0.5136
Per class
Kappa
0.0314
KB relative information score
12.3595
Mean absolute error
0.4984
Mean prior absolute error
0.4994
Number of instances
4000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5169
Per class
Predictive accuracy
0.5195
Prior entropy
0.9991
Recall
0.5195
Per class
Relative absolute error
0.998
Root mean prior squared error
0.4997
Root mean squared error
0.508
Root relative squared error
1.0166
SciMark benchmark
949.9871