DEVELOPMENT... OpenML
Run
180742

Run 180742

Task 3808 (Supervised Classification) kidney 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
0.775
Per class
F measure
0.7761
Per class
Kappa
0.5508
KB relative information score
41.863
Mean absolute error
0.2237
Mean prior absolute error
0.4987
Number of instances
76
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7762
Per class
Predictive accuracy
0.7763
Prior entropy
0.9981
Recall
0.7763
Per class
Relative absolute error
0.4486
Root mean prior squared error
0.4993
Root mean squared error
0.473
Root relative squared error
0.9472
SciMark benchmark
825.5282