DEVELOPMENT... OpenML
Run
130027

Run 130027

Task 3021 (Supervised Classification) sick 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)_I80
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
0.939
Per class
Build CPU time
0.6007
Build memory
585153264.6341
F measure
0.9646
Per class
Kappa
0.6789
KB relative information score
2147.7163
Mean absolute error
0.0351
Mean prior absolute error
0.1152
Number of instances
3772
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9639
Per class
Predictive accuracy
0.9661
Prior entropy
0.3333
Recall
0.9661
Per class
Relative absolute error
0.3044
Root mean prior squared error
0.2398
Root mean squared error
0.1775
Root relative squared error
0.7404
SciMark benchmark
939.0159