DEVELOPMENT... OpenML
Run
180174

Run 180174

Task 237 (Supervised Classification) audiology 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
0.7676
Per class
F measure
0.5453
Per class
Kappa
0.5328
KB relative information score
36.805
Mean absolute error
0.0338
Mean prior absolute error
0.0736
Number of instances
74
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5161
Per class
Predictive accuracy
0.5946
Prior entropy
3.6349
Recall
0.5946
Per class
Relative absolute error
0.4589
Root mean prior squared error
0.1925
Root mean squared error
0.1838
Root relative squared error
0.9546
SciMark benchmark
1315.395
UserCPU time millis
60
UserCPU time millis testing
20
UserCPU time millis training
40