DEVELOPMENT... OpenML
Run
180957

Run 180957

Task 4244 (Supervised Classification) prnn_crabs 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
0.798
Per class
F measure
0.798
Per class
Kappa
0.596
KB relative information score
1192
Mean absolute error
0.202
Mean prior absolute error
0.5
Number of instances
2000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7981
Per class
Predictive accuracy
0.798
Prior entropy
1
Recall
0.798
Per class
Relative absolute error
0.404
Root mean prior squared error
0.5
Root mean squared error
0.4494
Root relative squared error
0.8989
SciMark benchmark
1359.379