DEVELOPMENT... OpenML
Run
115794

Run 115794

Task 3881 (Supervised Classification) ipums_la_99-small Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_JRip(2)Yoav Freund, Robert E. Schapire: Experiments with a new boosting algorithm. In: Thirteenth International Conference on Machine Learning, San Francisco, 148-156, 1996.
weka.AdaBoostM1_JRip(2)_I80
weka.AdaBoostM1_JRip(2)_P100
weka.AdaBoostM1_JRip(2)_S1
weka.AdaBoostM1_JRip(2)_Wweka.classifiers.rules.JRip
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
0.8686
Per class
Build CPU time
26.4814
Build memory
867639133.9005
F measure
0.9188
Per class
Kappa
0.2572
KB relative information score
-1103.5513
Mean absolute error
0.0852
Mean prior absolute error
0.1203
Number of instances
8844
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.913
Per class
Predictive accuracy
0.9274
Prior entropy
0.3444
Recall
0.9274
Per class
Relative absolute error
0.7086
Root mean prior squared error
0.2452
Root mean squared error
0.2438
Root relative squared error
0.9943
SciMark benchmark
920.7965