DEVELOPMENT... OpenML
Run
180735

Run 180735

Task 3799 (Supervised Classification) fri_c3_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
0.7962
Per class
F measure
0.798
Per class
Kappa
0.5927
KB relative information score
295.7205
Mean absolute error
0.202
Mean prior absolute error
0.4961
Number of instances
500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.7979
Per class
Predictive accuracy
0.798
Prior entropy
0.9945
Recall
0.798
Per class
Relative absolute error
0.4071
Root mean prior squared error
0.4981
Root mean squared error
0.4494
Root relative squared error
0.9024
SciMark benchmark
825.5282
UserCPU time millis
60
UserCPU time millis testing
20
UserCPU time millis training
40