DEVELOPMENT... OpenML
Run
130320

Run 130320

Task 3813 (Supervised Classification) arsenic-female-lung 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
0.8129
Per class
Build CPU time
0.0499
Build memory
762541729.5313
F measure
0.9795
Per class
Kappa
0.6756
KB relative information score
298.0663
Mean absolute error
0.0197
Mean prior absolute error
0.0672
Number of instances
559
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9791
Per class
Predictive accuracy
0.9803
Prior entropy
0.222
Recall
0.9803
Per class
Relative absolute error
0.2931
Root mean prior squared error
0.1812
Root mean squared error
0.1403
Root relative squared error
0.7741
SciMark benchmark
939.0159