DEVELOPMENT... OpenML
Run
130628

Run 130628

Task 3043 (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)_I160
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
0.8964
Per class
Build CPU time
0.981
Build memory
335465040
F measure
0.9685
Per class
Kappa
0.7244
KB relative information score
869.2635
Mean absolute error
0.029
Mean prior absolute error
0.1193
Number of instances
1244
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9697
Per class
Predictive accuracy
0.9711
Prior entropy
0.3333
Recall
0.9711
Per class
Relative absolute error
0.243
Root mean prior squared error
0.2482
Root mean squared error
0.1678
Root relative squared error
0.676
SciMark benchmark
927.3354