DEVELOPMENT... OpenML
Run
181187

Run 181187

Task 4489 (Supervised Classification) analcatdata_seropositive 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
0.9551
Per class
F measure
0.9649
Per class
Kappa
0.9222
KB relative information score
1212.113
Mean absolute error
0.0348
Mean prior absolute error
0.4548
Number of instances
1320
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9655
Per class
Predictive accuracy
0.9652
Prior entropy
0.9347
Recall
0.9652
Per class
Relative absolute error
0.0766
Root mean prior squared error
0.4765
Root mean squared error
0.1867
Root relative squared error
0.3918
SciMark benchmark
1359.379