DEVELOPMENT... OpenML
Run
181140

Run 181140

Task 4443 (Supervised Classification) rabe_131 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
0.9842
Per class
F measure
0.984
Per class
Kappa
0.9672
KB relative information score
482.7393
Mean absolute error
0.016
Mean prior absolute error
0.4877
Number of instances
500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9841
Per class
Predictive accuracy
0.984
Prior entropy
0.9829
Recall
0.984
Per class
Relative absolute error
0.0328
Root mean prior squared error
0.4936
Root mean squared error
0.1265
Root relative squared error
0.2563
SciMark benchmark
1073.494