DEVELOPMENT... OpenML
Run
181163

Run 181163

Task 4456 (Supervised Classification) fri_c0_500_50 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
0.6309
Per class
F measure
0.6305
Per class
Kappa
0.2628
KB relative information score
1324.9545
Mean absolute error
0.3672
Mean prior absolute error
0.4997
Number of instances
5000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6341
Per class
Predictive accuracy
0.6328
Prior entropy
0.9996
Recall
0.6328
Per class
Relative absolute error
0.7348
Root mean prior squared error
0.4999
Root mean squared error
0.606
Root relative squared error
1.2123
SciMark benchmark
1073.494
UserCPU time millis
240
UserCPU time millis testing
90
UserCPU time millis training
150