DEVELOPMENT... OpenML
Run
180694

Run 180694

Task 3761 (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
0.7569
Per class
F measure
0.758
Per class
Kappa
0.5159
KB relative information score
27.9484
Mean absolute error
0.2407
Mean prior absolute error
0.4993
Number of instances
54
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7615
Per class
Predictive accuracy
0.7593
Prior entropy
0.9991
Recall
0.7593
Per class
Relative absolute error
0.4821
Root mean prior squared error
0.4997
Root mean squared error
0.4907
Root relative squared error
0.982
SciMark benchmark
1372.2145