DEVELOPMENT... OpenML
Run
115194

Run 115194

Task 3813 (Supervised Classification) arsenic-female-lung Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_JRip(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_JRip(2)_I40
weka.AdaBoostM1_JRip(2)_P100
weka.AdaBoostM1_JRip(2)_S1
weka.AdaBoostM1_JRip(2)_Wweka.classifiers.rules.JRip
weka.JRip(2)_F3
weka.JRip(2)_N2.0
weka.JRip(2)_O2
weka.JRip(2)_S1

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
0.9088
Per class
Build CPU time
0.078
Build memory
792317695.3131
F measure
0.9883
Per class
Kappa
0.8072
KB relative information score
349.5921
Mean absolute error
0.0132
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
0.9894
Per class
Predictive accuracy
0.9893
Prior entropy
0.222
Recall
0.9893
Per class
Relative absolute error
0.1969
Root mean prior squared error
0.1812
Root mean squared error
0.1012
Root relative squared error
0.5586
SciMark benchmark
913.3372