DEVELOPMENT... OpenML
Run
180862

Run 180862

Task 3889 (Supervised Classification) sylva_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
0.9486
Per class
F measure
0.9915
Per class
Kappa
0.925
KB relative information score
12893.9697
Mean absolute error
0.0084
Mean prior absolute error
0.1156
Number of instances
14395
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9915
Per class
Predictive accuracy
0.9916
Prior entropy
0.3338
Recall
0.9916
Per class
Relative absolute error
0.0727
Root mean prior squared error
0.2403
Root mean squared error
0.0917
Root relative squared error
0.3815
SciMark benchmark
1290.1085
UserCPU time millis
84740
UserCPU time millis testing
46970
UserCPU time millis training
37770