DEVELOPMENT... OpenML
Run
129842

Run 129842

Task 15 (Supervised Classification) breast-w 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
0.9868
Per class
Build CPU time
0.1021
Build memory
584566609.6366
F measure
0.9614
Per class
Kappa
0.9146
KB relative information score
633.3564
Mean absolute error
0.0415
Mean prior absolute error
0.452
Number of instances
699
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9614
Per class
Predictive accuracy
0.9614
Prior entropy
0.9297
Recall
0.9614
Per class
Relative absolute error
0.0917
Root mean prior squared error
0.4753
Root mean squared error
0.1856
Root relative squared error
0.3905
SciMark benchmark
925.481