DEVELOPMENT... OpenML
Run
180445

Run 180445

Task 3497 (Supervised Classification) grub-damage 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
0.5903
Per class
F measure
0.4044
Per class
Kappa
0.1802
KB relative information score
39.2555
Mean absolute error
0.2968
Mean prior absolute error
0.3638
Number of instances
155
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.4031
Per class
Predictive accuracy
0.4065
Prior entropy
1.9281
Recall
0.4065
Per class
Relative absolute error
0.8158
Root mean prior squared error
0.4263
Root mean squared error
0.5448
Root relative squared error
1.2778
SciMark benchmark
1306.6379