DEVELOPMENT... OpenML
Run
128764

Run 128764

Task 1806 (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)_I20
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
0.5857
Per class
Build CPU time
0.0043
Build memory
705083350.4
F measure
0.6904
Per class
Kappa
0.1643
KB relative information score
121.5837
Mean absolute error
0.3333
Mean prior absolute error
0.39
Number of instances
1530
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6816
Per class
Predictive accuracy
0.7163
Prior entropy
0.836
Recall
0.7163
Per class
Relative absolute error
0.8547
Root mean prior squared error
0.4412
Root mean squared error
0.469
Root relative squared error
1.063
SciMark benchmark
929.5397