DEVELOPMENT... OpenML
Run
180568

Run 180568

Task 3630 (Supervised Classification) analcatdata_apnea3 Uploaded 25-02-2015 by Felicia West
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Flow

weka.NNge(3)Brent Martin (1995). Instance-Based learning: Nearest Neighbor With Generalization. Hamilton, New Zealand. Sylvain Roy (2002). Nearest Neighbor With Generalization. Christchurch, New Zealand.
weka.NNge(3)_G5
weka.NNge(3)_I5

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.

22 Evaluation measures

Area under ROC curve
0.7863
Per class
F measure
0.9123
Per class
Kappa
0.5864
KB relative information score
214.8908
Mean absolute error
0.0867
Mean prior absolute error
0.2158
Number of instances
450
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9114
Per class
Predictive accuracy
0.9133
Prior entropy
0.5405
Recall
0.9133
Per class
Relative absolute error
0.4015
Root mean prior squared error
0.3275
Root mean squared error
0.2944
Root relative squared error
0.8988
SciMark benchmark
1320.2556