DEVELOPMENT... OpenML
Run
180240

Run 180240

Task 58 (Supervised Classification) waveform-5000 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
0.8031
Per class
F measure
0.7358
Per class
Kappa
0.6069
KB relative information score
3206.191
Mean absolute error
0.1744
Mean prior absolute error
0.4444
Number of instances
5000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.767
Per class
Predictive accuracy
0.7384
Prior entropy
1.5849
Recall
0.7384
Per class
Relative absolute error
0.3924
Root mean prior squared error
0.4714
Root mean squared error
0.4176
Root relative squared error
0.8859
SciMark benchmark
1294.7826
UserCPU time millis
77160
UserCPU time millis testing
43560
UserCPU time millis training
33600