DEVELOPMENT... OpenML
Run
130169

Run 130169

Task 3643 (Supervised Classification) sleuth_ex1714 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)_I80
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
0.9231
Per class
Build CPU time
0.0106
Build memory
745871811.5745
F measure
0.8932
Per class
Kappa
0.781
KB relative information score
36.3009
Mean absolute error
0.1109
Mean prior absolute error
0.4894
Number of instances
47
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8937
Per class
Predictive accuracy
0.8936
Prior entropy
0.9852
Recall
0.8936
Per class
Relative absolute error
0.2265
Root mean prior squared error
0.4944
Root mean squared error
0.3266
Root relative squared error
0.6605
SciMark benchmark
925.481