DEVELOPMENT... OpenML
Run
71074

Run 71074

Task 3630 (Supervised Classification) analcatdata_apnea3 Uploaded 01-12-2014 by Felicia West
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Flow

weka.Bagging_OneR(2)Leo Breiman (1996). Bagging predictors. Machine Learning. 24(2):123-140.
weka.Bagging_OneR(2)_I40
weka.Bagging_OneR(2)_P100
weka.Bagging_OneR(2)_S1
weka.Bagging_OneR(2)_Wweka.classifiers.rules.OneR
weka.Bagging_OneR(2)_num-slots1
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
0.5603
Per class
Build CPU time
0.0067
Build memory
1081267716.8
F measure
0.8206
Per class
KB relative information score
118.2777
Mean absolute error
0.1237
Mean prior absolute error
0.2158
Number of instances
450
Per class
OS information
[Oracle Corporation, 1.8.0_05, amd64, Linux, 2.6.32-358.18.1.el6.x86_64]
Precision
0.7705
Per class
Predictive accuracy
0.8778
Prior entropy
0.5405
Recall
0.8778
Per class
Relative absolute error
0.573
Root mean prior squared error
0.3275
Root mean squared error
0.348
Root relative squared error
1.0624
SciMark benchmark
785.9104