DEVELOPMENT... OpenML
Run
181169

Run 181169

Task 4470 (Supervised Classification) sleuth_case2002 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
0.5588
Per class
F measure
0.561
Per class
Kappa
0.1179
KB relative information score
175.0886
Mean absolute error
0.4381
Mean prior absolute error
0.4982
Number of instances
1470
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5607
Per class
Predictive accuracy
0.5619
Prior entropy
0.9974
Recall
0.5619
Per class
Relative absolute error
0.8794
Root mean prior squared error
0.4991
Root mean squared error
0.6619
Root relative squared error
1.3263
SciMark benchmark
1280.6952