DEVELOPMENT... OpenML
Run
180890

Run 180890

Task 3535 (Supervised Classification) tr41.wc 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
0.912
Per class
F measure
0.8558
Per class
Kappa
0.829
KB relative information score
727.6366
Mean absolute error
0.028
Mean prior absolute error
0.1652
Number of instances
878
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8684
Per class
Predictive accuracy
0.8599
Prior entropy
2.8041
Recall
0.8599
Per class
Relative absolute error
0.1696
Root mean prior squared error
0.2872
Root mean squared error
0.1674
Root relative squared error
0.5827
SciMark benchmark
1313.9994
UserCPU time millis
328450
UserCPU time millis testing
175160
UserCPU time millis training
153290

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