DEVELOPMENT... OpenML
Run
180570

Run 180570

Task 3631 (Supervised Classification) analcatdata_apnea2 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
0.8375
Per class
F measure
0.9242
Per class
Kappa
0.675
KB relative information score
278.1559
Mean absolute error
0.0758
Mean prior absolute error
0.2343
Number of instances
475
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9242
Per class
Predictive accuracy
0.9242
Prior entropy
0.5744
Recall
0.9242
Per class
Relative absolute error
0.3235
Root mean prior squared error
0.3414
Root mean squared error
0.2753
Root relative squared error
0.8063
SciMark benchmark
825.5282