DEVELOPMENT... OpenML
Run
180218

Run 180218

Task 284 (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
0.6913
Per class
F measure
0.791
Per class
Kappa
0.4257
KB relative information score
21.9487
Mean absolute error
0.1961
Mean prior absolute error
0.3579
Number of instances
51
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7909
Per class
Predictive accuracy
0.8039
Prior entropy
0.7418
Recall
0.8039
Per class
Relative absolute error
0.5478
Root mean prior squared error
0.4381
Root mean squared error
0.4428
Root relative squared error
1.0108
SciMark benchmark
1442.7264