DEVELOPMENT... OpenML
Run
181305

Run 181305

Task 4615 (Supervised Classification) ar3 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
0.7673
Per class
F measure
0.8932
Per class
Kappa
0.5234
KB relative information score
237.6191
Mean absolute error
0.1079
Mean prior absolute error
0.2303
Number of instances
630
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8944
Per class
Predictive accuracy
0.8921
Prior entropy
0.5802
Recall
0.8921
Per class
Relative absolute error
0.4687
Root mean prior squared error
0.3332
Root mean squared error
0.3285
Root relative squared error
0.9861
SciMark benchmark
1336.2976