DEVELOPMENT... OpenML
Run
180832

Run 180832

Task 3903 (Supervised Classification) pc3 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
0.5837
Per class
F measure
0.8741
Per class
Kappa
0.2246
KB relative information score
364.0924
Mean absolute error
0.1062
Mean prior absolute error
0.1842
Number of instances
1563
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8668
Per class
Predictive accuracy
0.8938
Prior entropy
0.478
Recall
0.8938
Per class
Relative absolute error
0.5766
Root mean prior squared error
0.3031
Root mean squared error
0.3259
Root relative squared error
1.0751
SciMark benchmark
1341.5768
UserCPU time millis
1110
UserCPU time millis testing
490
UserCPU time millis training
620