DEVELOPMENT... OpenML
Run
130761

Run 130761

Task 3633 (Supervised Classification) analcatdata_apnea1 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
0.9122
Per class
Build CPU time
0.025
Build memory
251331080.0674
F measure
0.9074
Per class
Kappa
0.5689
KB relative information score
165.3976
Mean absolute error
0.1187
Mean prior absolute error
0.225
Number of instances
475
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9054
Per class
Predictive accuracy
0.9116
Prior entropy
0.5574
Recall
0.9116
Per class
Relative absolute error
0.5276
Root mean prior squared error
0.3346
Root mean squared error
0.2529
Root relative squared error
0.756
SciMark benchmark
927.3354

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