DEVELOPMENT... OpenML
Run
181215

Run 181215

Task 4511 (Supervised Classification) fri_c0_500_10 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
0.7741
Per class
F measure
0.7747
Per class
Kappa
0.5486
KB relative information score
2743.78
Mean absolute error
0.2252
Mean prior absolute error
0.4994
Number of instances
5000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7748
Per class
Predictive accuracy
0.7748
Prior entropy
0.9991
Recall
0.7748
Per class
Relative absolute error
0.451
Root mean prior squared error
0.4997
Root mean squared error
0.4746
Root relative squared error
0.9497
SciMark benchmark
1321.9426
UserCPU time millis
80
UserCPU time millis testing
30
UserCPU time millis training
50