DEVELOPMENT... OpenML
Run
181134

Run 181134

Task 4436 (Supervised Classification) visualizing_livestock 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
0.6251
Per class
F measure
0.7665
Per class
Kappa
0.2495
KB relative information score
152.9922
Mean absolute error
0.2338
Mean prior absolute error
0.3135
Number of instances
1300
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7669
Per class
Predictive accuracy
0.7662
Prior entropy
0.7158
Recall
0.7662
Per class
Relative absolute error
0.7459
Root mean prior squared error
0.3941
Root mean squared error
0.4836
Root relative squared error
1.2269
SciMark benchmark
1280.6952