DEVELOPMENT... OpenML
Run
180792

Run 180792

Task 3862 (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
0.8945
Per class
F measure
0.9283
Per class
Kappa
0.8078
KB relative information score
178.1648
Mean absolute error
0.0708
Mean prior absolute error
0.3783
Number of instances
226
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9282
Per class
Predictive accuracy
0.9292
Prior entropy
0.8182
Recall
0.9292
Per class
Relative absolute error
0.1872
Root mean prior squared error
0.4343
Root mean squared error
0.2661
Root relative squared error
0.6127
SciMark benchmark
825.5282
UserCPU time millis
10
UserCPU time millis training
10