DEVELOPMENT... OpenML
Run
35323

Run 35323

Task 2936 (Supervised Classification) adult Uploaded 24-10-2014 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)_I80
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
0.8122
Per class
Build CPU time
2658.0635
Build memory
1087599392.3238
F measure
0.8208
Per class
Kappa
0.4827
KB relative information score
141664.1246
Mean absolute error
0.2644
Mean prior absolute error
0.3641
Number of instances
488420
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8238
Per class
Predictive accuracy
0.8337
Prior entropy
0.7939
Recall
0.8337
Per class
Relative absolute error
0.7262
Root mean prior squared error
0.4266
Root mean squared error
0.3554
Root relative squared error
0.833
SciMark benchmark
934.8679