DEVELOPMENT... OpenML
Run
129557

Run 129557

Task 3630 (Supervised Classification) analcatdata_apnea3 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
0.9064
Per class
Build CPU time
0.0254
Build memory
96084302.4
F measure
0.8978
Per class
Kappa
0.4954
KB relative information score
140.7896
Mean absolute error
0.1148
Mean prior absolute error
0.2158
Number of instances
450
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8951
Per class
Predictive accuracy
0.9044
Prior entropy
0.5405
Recall
0.9044
Per class
Relative absolute error
0.5319
Root mean prior squared error
0.3275
Root mean squared error
0.2562
Root relative squared error
0.7821
SciMark benchmark
916.8903