DEVELOPMENT... OpenML
Run
128382

Run 128382

Task 3656 (Supervised Classification) diabetes_numeric 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)_I10
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
0.6855
Per class
Build CPU time
0.001
Build memory
318313008
F measure
0.6308
Per class
Kappa
0.2373
KB relative information score
9.2719
Mean absolute error
0.3674
Mean prior absolute error
0.4791
Number of instances
43
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.6364
Per class
Predictive accuracy
0.6279
Prior entropy
0.971
Recall
0.6279
Per class
Relative absolute error
0.767
Root mean prior squared error
0.4889
Root mean squared error
0.5035
Root relative squared error
1.0298
SciMark benchmark
929.5397