DEVELOPMENT... OpenML
Run
180205

Run 180205

Task 269 (Supervised Classification) sonar 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
0.5963
Per class
F measure
0.5923
Per class
Kappa
0.2
KB relative information score
15.5233
Mean absolute error
0.3824
Mean prior absolute error
0.4971
Number of instances
68
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6257
Per class
Predictive accuracy
0.6176
Prior entropy
0.9968
Recall
0.6176
Per class
Relative absolute error
0.7692
Root mean prior squared error
0.4982
Root mean squared error
0.6183
Root relative squared error
1.2412
SciMark benchmark
1372.2145
UserCPU time millis
30
UserCPU time millis testing
10
UserCPU time millis training
20