DEVELOPMENT... OpenML
Run
129800

Run 129800

Task 3903 (Supervised Classification) pc3 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)_I40
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
0.7449
Per class
Build CPU time
0.3484
Build memory
938336671.6775
F measure
0.8726
Per class
Kappa
0.2383
KB relative information score
213.343
Mean absolute error
0.1162
Mean prior absolute error
0.1842
Number of instances
1563
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8642
Per class
Predictive accuracy
0.8868
Prior entropy
0.478
Recall
0.8868
Per class
Relative absolute error
0.6308
Root mean prior squared error
0.3031
Root mean squared error
0.3255
Root relative squared error
1.0738
SciMark benchmark
925.481