DEVELOPMENT... OpenML
Run
180154

Run 180154

Task 47 (Supervised Classification) tae 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
0.7614
Per class
F measure
0.6812
Per class
Kappa
0.5231
KB relative information score
85.3035
Mean absolute error
0.2119
Mean prior absolute error
0.4443
Number of instances
151
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6811
Per class
Predictive accuracy
0.6821
Prior entropy
1.5845
Recall
0.6821
Per class
Relative absolute error
0.477
Root mean prior squared error
0.4713
Root mean squared error
0.4603
Root relative squared error
0.9767
SciMark benchmark
1353.6735