DEVELOPMENT... OpenML
Run
181089

Run 181089

Task 4380 (Supervised Classification) pbc 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
0.6523
Per class
F measure
0.6549
Per class
Kappa
0.3039
KB relative information score
1249.5994
Mean absolute error
0.3455
Mean prior absolute error
0.495
Number of instances
4180
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6556
Per class
Predictive accuracy
0.6545
Prior entropy
0.9928
Recall
0.6545
Per class
Relative absolute error
0.6979
Root mean prior squared error
0.4975
Root mean squared error
0.5878
Root relative squared error
1.1815
SciMark benchmark
1318.1432
UserCPU time millis
70
UserCPU time millis testing
30
UserCPU time millis training
40