DEVELOPMENT... OpenML
Run
130157

Run 130157

Task 3631 (Supervised Classification) analcatdata_apnea2 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
0.9415
Per class
Build CPU time
0.037
Build memory
813916137.4989
F measure
0.9189
Per class
Kappa
0.6476
KB relative information score
232.9943
Mean absolute error
0.1014
Mean prior absolute error
0.2343
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
0.918
Per class
Predictive accuracy
0.92
Prior entropy
0.5744
Recall
0.92
Per class
Relative absolute error
0.4328
Root mean prior squared error
0.3414
Root mean squared error
0.2289
Root relative squared error
0.6705
SciMark benchmark
925.481