DEVELOPMENT... OpenML
Run
180851

Run 180851

Task 3917 (Supervised Classification) kc1 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
0.641
Per class
F measure
0.8274
Per class
Kappa
0.31
KB relative information score
474.4694
Mean absolute error
0.1641
Mean prior absolute error
0.2616
Number of instances
2109
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8214
Per class
Predictive accuracy
0.8359
Prior entropy
0.622
Recall
0.8359
Per class
Relative absolute error
0.6272
Root mean prior squared error
0.3615
Root mean squared error
0.405
Root relative squared error
1.1204
SciMark benchmark
1294.7826
UserCPU time millis
1570
UserCPU time millis testing
680
UserCPU time millis training
890