DEVELOPMENT... OpenML
Run
129262

Run 129262

Task 42 (Supervised Classification) haberman Uploaded 25-12-2014 by Felicia West
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Flow

weka.AdaBoostM1_OneR(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_OneR(2)_I40
weka.AdaBoostM1_OneR(2)_P100
weka.AdaBoostM1_OneR(2)_S1
weka.AdaBoostM1_OneR(2)_Wweka.classifiers.rules.OneR
weka.OneR(3)_B6

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
0.5601
Per class
Build CPU time
0.0234
Build memory
1051996245.3333
F measure
0.6794
Per class
Kappa
0.1351
KB relative information score
7.1873
Mean absolute error
0.3549
Mean prior absolute error
0.39
Number of instances
306
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6688
Per class
Predictive accuracy
0.7059
Prior entropy
0.836
Recall
0.7059
Per class
Relative absolute error
0.9101
Root mean prior squared error
0.4412
Root mean squared error
0.4788
Root relative squared error
1.0854
SciMark benchmark
937.9119