DEVELOPMENT... OpenML
Run
181164

Run 181164

Task 4466 (Supervised Classification) hip 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
0.776
Per class
F measure
0.7771
Per class
Kappa
0.5536
KB relative information score
299.5209
Mean absolute error
0.2222
Mean prior absolute error
0.4993
Number of instances
540
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.779
Per class
Predictive accuracy
0.7778
Prior entropy
0.9991
Recall
0.7778
Per class
Relative absolute error
0.445
Root mean prior squared error
0.4997
Root mean squared error
0.4714
Root relative squared error
0.9435
SciMark benchmark
1280.6952