DEVELOPMENT... OpenML
Run
180716

Run 180716

Task 3784 (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
0.9507
Per class
F measure
0.9618
Per class
Kappa
0.9153
KB relative information score
120.2978
Mean absolute error
0.0379
Mean prior absolute error
0.4548
Number of instances
132
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9626
Per class
Predictive accuracy
0.9621
Prior entropy
0.9347
Recall
0.9621
Per class
Relative absolute error
0.0833
Root mean prior squared error
0.4765
Root mean squared error
0.1946
Root relative squared error
0.4085
SciMark benchmark
1330.2678