DEVELOPMENT... OpenML
Run
181307

Run 181307

Task 4616 (Supervised Classification) ar4 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
0.6632
Per class
F measure
0.8107
Per class
Kappa
0.3537
KB relative information score
315.3759
Mean absolute error
0.1813
Mean prior absolute error
0.3076
Number of instances
1070
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8055
Per class
Predictive accuracy
0.8187
Prior entropy
0.707
Recall
0.8187
Per class
Relative absolute error
0.5895
Root mean prior squared error
0.3899
Root mean squared error
0.4258
Root relative squared error
1.0921
SciMark benchmark
1327.8711