DEVELOPMENT... OpenML
Run
180757

Run 180757

Task 3827 (Supervised Classification) pasture 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
0.8333
Per class
F measure
0.8595
Per class
Kappa
0.6809
KB relative information score
24.0713
Mean absolute error
0.1389
Mean prior absolute error
0.4474
Number of instances
36
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8594
Per class
Predictive accuracy
0.8611
Prior entropy
0.9268
Recall
0.8611
Per class
Relative absolute error
0.3105
Root mean prior squared error
0.4715
Root mean squared error
0.3727
Root relative squared error
0.7904
SciMark benchmark
1372.2145