DEVELOPMENT... OpenML
Run
19773

Run 19773

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

weka.AdaBoostM1_IBk(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_IBk(1)_I40
weka.AdaBoostM1_IBk(1)_P100
weka.AdaBoostM1_IBk(1)_S1
weka.AdaBoostM1_IBk(1)_Wweka.classifiers.lazy.IBk
weka.IBk(1)_Atrue
weka.IBk(1)_K1
weka.IBk(1)_W0

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
0.9766
Per class
F measure
0.957
Per class
Kappa
0.9048
KB relative information score
632.2789
Mean absolute error
0.0416
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
0.957
Per class
Predictive accuracy
0.9571
Prior entropy
0.9297
Recall
0.9571
Per class
Relative absolute error
0.092
Root mean prior squared error
0.4753
Root mean squared error
0.199
Root relative squared error
0.4186
SciMark benchmark
941.5566[550.75484986928831010.9942233373424482.14720472367435908.95975824819551754.9271701211055]