DEVELOPMENT... OpenML
Run
180838

Run 180838

Task 3896 (Supervised Classification) ada_agnostic 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
0.721
Per class
F measure
0.7998
Per class
Kappa
0.4556
KB relative information score
1868.0561
Mean absolute error
0.1971
Mean prior absolute error
0.3732
Number of instances
4562
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7975
Per class
Predictive accuracy
0.8029
Prior entropy
0.8085
Recall
0.8029
Per class
Relative absolute error
0.5281
Root mean prior squared error
0.4319
Root mean squared error
0.4439
Root relative squared error
1.0277
SciMark benchmark
1318.1432
UserCPU time millis
25750
UserCPU time millis testing
15070
UserCPU time millis training
10680