DEVELOPMENT... OpenML
Run
111291

Run 111291

Task 15 (Supervised Classification) breast-w Uploaded 09-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_J48(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_J48(2)_I80
weka.AdaBoostM1_J48(2)_P100
weka.AdaBoostM1_J48(2)_S1
weka.AdaBoostM1_J48(2)_Wweka.classifiers.trees.J48
weka.J48(3)_C0.25
weka.J48(3)_M2

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
0.9669
Per class
Build CPU time
0.5664
Build memory
851124456.0114
F measure
0.9643
Per class
Kappa
0.9212
KB relative information score
641.2158
Mean absolute error
0.0356
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
0.9645
Per class
Predictive accuracy
0.9642
Prior entropy
0.9297
Recall
0.9642
Per class
Relative absolute error
0.0787
Root mean prior squared error
0.4753
Root mean squared error
0.1882
Root relative squared error
0.396
SciMark benchmark
908.2898