DEVELOPMENT... OpenML
Run
181157

Run 181157

Task 4459 (Supervised Classification) sleuth_case1202 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
0.7809
Per class
F measure
0.7932
Per class
Kappa
0.5636
KB relative information score
515.9744
Mean absolute error
0.2065
Mean prior absolute error
0.475
Number of instances
930
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.793
Per class
Predictive accuracy
0.7935
Prior entropy
0.9645
Recall
0.7935
Per class
Relative absolute error
0.4346
Root mean prior squared error
0.4871
Root mean squared error
0.4544
Root relative squared error
0.9328
SciMark benchmark
1354.2491