DEVELOPMENT... OpenML
Run
180312

Run 180312

Task 1919 (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
0.6875
Per class
F measure
0.69
Per class
Kappa
0.3764
KB relative information score
785.5865
Mean absolute error
0.3091
Mean prior absolute error
0.4978
Number of instances
2080
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6903
Per class
Predictive accuracy
0.6909
Prior entropy
0.9968
Recall
0.6909
Per class
Relative absolute error
0.6211
Root mean prior squared error
0.4989
Root mean squared error
0.556
Root relative squared error
1.1145
SciMark benchmark
825.5282
UserCPU time millis
60
UserCPU time millis testing
20
UserCPU time millis training
40