DEVELOPMENT... OpenML
Run
191166

Run 191166

Task 3531 (Supervised Classification) la1s.wc Uploaded 26-02-2015 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
0.7836
Per class
F measure
0.6422
Per class
Kappa
0.5796
KB relative information score
1920.4415
Mean absolute error
0.1086
Mean prior absolute error
0.2665
Number of instances
3204
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7213
Per class
Predictive accuracy
0.6742
Prior entropy
2.4437
Recall
0.6742
Per class
Relative absolute error
0.4075
Root mean prior squared error
0.365
Root mean squared error
0.3296
Root relative squared error
0.9028
SciMark benchmark
1315.395
UserCPU time millis
10029580
UserCPU time millis testing
5461750
UserCPU time millis training
4567830