DEVELOPMENT... OpenML
Run
113601

Run 113601

Task 15 (Supervised Classification) breast-w 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)_I10
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
0.9876
Per class
Build CPU time
0.1195
Build memory
402520394.3348
F measure
0.9601
Per class
Kappa
0.912
KB relative information score
633.6341
Mean absolute error
0.0403
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
0.9605
Per class
Predictive accuracy
0.9599
Prior entropy
0.9297
Recall
0.9599
Per class
Relative absolute error
0.0891
Root mean prior squared error
0.4753
Root mean squared error
0.1909
Root relative squared error
0.4017
SciMark benchmark
935.6292