DEVELOPMENT... OpenML
Run
180960

Run 180960

Task 4248 (Supervised Classification) irish 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
0.991
Per class
F measure
0.99
Per class
Kappa
0.9798
KB relative information score
4897.817
Mean absolute error
0.01
Mean prior absolute error
0.4938
Number of instances
5000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9902
Per class
Predictive accuracy
0.99
Prior entropy
0.991
Recall
0.99
Per class
Relative absolute error
0.0203
Root mean prior squared error
0.4969
Root mean squared error
0.1
Root relative squared error
0.2013
SciMark benchmark
1359.379