DEVELOPMENT... OpenML
Run
180955

Run 180955

Task 4228 (Supervised Classification) tr23.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
0.7582
Per class
F measure
0.6989
Per class
Kappa
0.5684
KB relative information score
1167.5515
Mean absolute error
0.0915
Mean prior absolute error
0.2385
Number of instances
2040
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8045
Per class
Predictive accuracy
0.7255
Prior entropy
2.1253
Recall
0.7255
Per class
Relative absolute error
0.3837
Root mean prior squared error
0.3445
Root mean squared error
0.3025
Root relative squared error
0.878
SciMark benchmark
1321.9426
UserCPU time millis
7890
UserCPU time millis testing
3030
UserCPU time millis training
4860