DEVELOPMENT... OpenML
Run
181240

Run 181240

Task 4540 (Supervised Classification) squash-stored 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
0.5539
Per class
F measure
0.5597
Per class
Kappa
0.1077
KB relative information score
53.374
Mean absolute error
0.4404
Mean prior absolute error
0.4936
Number of instances
520
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5598
Per class
Predictive accuracy
0.5596
Prior entropy
0.9911
Recall
0.5596
Per class
Relative absolute error
0.8922
Root mean prior squared error
0.4967
Root mean squared error
0.6636
Root relative squared error
1.3361
SciMark benchmark
1336.2976