DEVELOPMENT... OpenML
Run
128141

Run 128141

Task 1779 (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)_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
0.9857
Per class
Build CPU time
0.007
Build memory
1346633318.4
F measure
0.9516
Per class
Kappa
0.8928
KB relative information score
3061.3222
Mean absolute error
0.0553
Mean prior absolute error
0.452
Number of instances
3495
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9516
Per class
Predictive accuracy
0.9516
Prior entropy
0.9297
Recall
0.9516
Per class
Relative absolute error
0.1223
Root mean prior squared error
0.4753
Root mean squared error
0.2015
Root relative squared error
0.4239
SciMark benchmark
929.5397