DEVELOPMENT... OpenML
Run
180534

Run 180534

Task 3532 (Supervised Classification) tr12.wc 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
0.7916
Per class
F measure
0.6745
Per class
Kappa
0.6038
KB relative information score
194.4779
Mean absolute error
0.0791
Mean prior absolute error
0.2079
Number of instances
313
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7388
Per class
Predictive accuracy
0.6837
Prior entropy
2.7783
Recall
0.6837
Per class
Relative absolute error
0.3804
Root mean prior squared error
0.3222
Root mean squared error
0.2812
Root relative squared error
0.8728
SciMark benchmark
1341.5768
UserCPU time millis
20160
UserCPU time millis testing
8740
UserCPU time millis training
11420