DEVELOPMENT... OpenML
Run
180161

Run 180161

Task 54 (Supervised Classification) hepatitis 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
0.7175
Per class
F measure
0.8365
Per class
Kappa
0.4793
KB relative information score
69.696
Mean absolute error
0.1548
Mean prior absolute error
0.3299
Number of instances
155
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8343
Per class
Predictive accuracy
0.8452
Prior entropy
0.7418
Recall
0.8452
Per class
Relative absolute error
0.4694
Root mean prior squared error
0.4048
Root mean squared error
0.3935
Root relative squared error
0.9721
SciMark benchmark
1294.7826