DEVELOPMENT... OpenML
Run
181077

Run 181077

Task 4368 (Supervised Classification) cholesterol 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
0.5262
Per class
F measure
0.5312
Per class
Kappa
0.0525
KB relative information score
156.3913
Mean absolute error
0.468
Mean prior absolute error
0.4955
Number of instances
3030
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.5306
Per class
Predictive accuracy
0.532
Prior entropy
0.9935
Recall
0.532
Per class
Relative absolute error
0.9446
Root mean prior squared error
0.4977
Root mean squared error
0.6841
Root relative squared error
1.3745
SciMark benchmark
1359.379
UserCPU time millis
20
UserCPU time millis testing
10
UserCPU time millis training
10