DEVELOPMENT... OpenML
Run
181128

Run 181128

Task 4425 (Supervised Classification) fri_c4_500_10 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
0.7597
Per class
F measure
0.7646
Per class
Kappa
0.5229
KB relative information score
2618.9863
Mean absolute error
0.2344
Mean prior absolute error
0.4946
Number of instances
5000
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7651
Per class
Predictive accuracy
0.7656
Prior entropy
0.9922
Recall
0.7656
Per class
Relative absolute error
0.4739
Root mean prior squared error
0.4973
Root mean squared error
0.4841
Root relative squared error
0.9736
SciMark benchmark
1280.6952
UserCPU time millis
30
UserCPU time millis testing
10
UserCPU time millis training
20