DEVELOPMENT... OpenML
Run
180652

Run 180652

Task 3721 (Supervised Classification) bolts 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
0.8709
Per class
F measure
0.8759
Per class
Kappa
0.7297
KB relative information score
28.454
Mean absolute error
0.125
Mean prior absolute error
0.4571
Number of instances
40
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.878
Per class
Predictive accuracy
0.875
Prior entropy
0.9403
Recall
0.875
Per class
Relative absolute error
0.2734
Root mean prior squared error
0.477
Root mean squared error
0.3536
Root relative squared error
0.7412
SciMark benchmark
1325.942