DEVELOPMENT... OpenML
Run
180542

Run 180542

Task 3602 (Supervised Classification) visualizing_environmental 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
0.7214
Per class
F measure
0.7209
Per class
Kappa
0.4417
KB relative information score
48.8189
Mean absolute error
0.2793
Mean prior absolute error
0.499
Number of instances
111
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.722
Per class
Predictive accuracy
0.7207
Prior entropy
0.9986
Recall
0.7207
Per class
Relative absolute error
0.5597
Root mean prior squared error
0.4995
Root mean squared error
0.5285
Root relative squared error
1.058
SciMark benchmark
1291.6995