DEVELOPMENT... OpenML
Run
128541

Run 128541

Task 3837 (Supervised Classification) hayes-roth 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)_I10
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
0.9098
Per class
Build CPU time
0.0031
Build memory
326514176
F measure
0.7892
Per class
Kappa
0.5591
KB relative information score
64.0717
Mean absolute error
0.2521
Mean prior absolute error
0.4746
Number of instances
132
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.792
Per class
Predictive accuracy
0.7879
Prior entropy
0.9635
Recall
0.7879
Per class
Relative absolute error
0.5312
Root mean prior squared error
0.4869
Root mean squared error
0.3451
Root relative squared error
0.7088
SciMark benchmark
909.5718