DEVELOPMENT... OpenML
Run
129720

Run 129720

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)_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
0.8131
Per class
Build CPU time
0.024
Build memory
440813047.8569
F measure
0.9795
Per class
Kappa
0.6756
KB relative information score
301.6087
Mean absolute error
0.0189
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
0.2817
Root mean prior squared error
0.1812
Root mean squared error
0.1357
Root relative squared error
0.7491
SciMark benchmark
925.481