DEVELOPMENT... OpenML
Run
34935

Run 34935

Task 2936 (Supervised Classification) adult Uploaded 21-10-2014 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
0.8166
Per class
Build CPU time
5833.8418
Build memory
2423468900.1599
F measure
0.8209
Per class
Kappa
0.4829
KB relative information score
141737.086
Mean absolute error
0.2643
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
0.8239
Per class
Predictive accuracy
0.8338
Prior entropy
0.7939
Recall
0.8338
Per class
Relative absolute error
0.7261
Root mean prior squared error
0.4266
Root mean squared error
0.3552
Root relative squared error
0.8326
SciMark benchmark
946.547