DEVELOPMENT... OpenML
Run
34087

Run 34087

Task 4586 (Supervised Classification) ipums_la_99-small Uploaded 17-10-2014 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
0.8541
Per class
Build CPU time
592.1371
Build memory
199400777.2078
F measure
0.9145
Per class
Kappa
0.1252
KB relative information score
-7559.6522
Mean absolute error
0.1024
Mean prior absolute error
0.1203
Number of instances
88440
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9213
Per class
Predictive accuracy
0.938
Prior entropy
0.3444
Recall
0.938
Per class
Relative absolute error
0.8516
Root mean prior squared error
0.2452
Root mean squared error
0.2245
Root relative squared error
0.9158
SciMark benchmark
933.6205