DEVELOPMENT... OpenML
Run
125740

Run 125740

Task 1777 (Supervised Classification) breast-cancer Uploaded 25-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_NaiveBayes(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_NaiveBayes(2)_I80
weka.AdaBoostM1_NaiveBayes(2)_P100
weka.AdaBoostM1_NaiveBayes(2)_S1
weka.AdaBoostM1_NaiveBayes(2)_Wweka.classifiers.bayes.NaiveBayes

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
0.614
Per class
Build CPU time
0.0064
Build memory
375428428
F measure
0.6582
Per class
Kappa
0.1694
KB relative information score
107.1075
Mean absolute error
0.3648
Mean prior absolute error
0.4183
Number of instances
1430
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6535
Per class
Predictive accuracy
0.6643
Prior entropy
0.8796
Recall
0.6643
Per class
Relative absolute error
0.8721
Root mean prior squared error
0.457
Root mean squared error
0.4968
Root relative squared error
1.0871
SciMark benchmark
908.8705