DEVELOPMENT... OpenML
Run
19578

Run 19578

Task 15 (Supervised Classification) breast-w Uploaded 16-06-2014 by Felicia West
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Flow

weka.AdaBoostM1_REPTree(1)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_REPTree(1)_I20
weka.AdaBoostM1_REPTree(1)_P100
weka.AdaBoostM1_REPTree(1)_S1
weka.AdaBoostM1_REPTree(1)_Wweka.classifiers.trees.REPTree
weka.REPTree(1)_I0.0
weka.REPTree(1)_L-1
weka.REPTree(1)_M2
weka.REPTree(1)_N3
weka.REPTree(1)_S1
weka.REPTree(1)_V0.001

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9843
Per class
F measure
0.9514
Per class
Kappa
0.8923
KB relative information score
622.2363
Mean absolute error
0.0476
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
0.9514
Per class
Predictive accuracy
0.9514
Prior entropy
0.9297
Recall
0.9514
Per class
Relative absolute error
0.1053
Root mean prior squared error
0.4753
Root mean squared error
0.2067
Root relative squared error
0.4349
SciMark benchmark
944.7136[561.7522155508621014.1868590421574482.36378704342826908.64471704177161756.6205822745662]