DEVELOPMENT... OpenML
Run
129187

Run 129187

Task 3884 (Supervised Classification) page-blocks Uploaded 25-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_OneR(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_OneR(2)_I20
weka.AdaBoostM1_OneR(2)_P100
weka.AdaBoostM1_OneR(2)_S1
weka.AdaBoostM1_OneR(2)_Wweka.classifiers.rules.OneR
weka.OneR(3)_B6

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
0.9545
Per class
Build CPU time
0.3309
Build memory
1236808054.2313
F measure
0.9431
Per class
Kappa
0.675
KB relative information score
3338.0588
Mean absolute error
0.0544
Mean prior absolute error
0.1838
Number of instances
5473
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9426
Per class
Predictive accuracy
0.9461
Prior entropy
0.4768
Recall
0.9461
Per class
Relative absolute error
0.2958
Root mean prior squared error
0.3031
Root mean squared error
0.2147
Root relative squared error
0.7083
SciMark benchmark
937.9119