DEVELOPMENT... OpenML
Run
180607

Run 180607

Task 3670 (Supervised Classification) fri_c4_500_50 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
0.5925
Per class
F measure
0.5247
Per class
Kappa
0.178
KB relative information score
72.0727
Mean absolute error
0.426
Mean prior absolute error
0.4984
Number of instances
500
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6679
Per class
Predictive accuracy
0.574
Prior entropy
0.9978
Recall
0.574
Per class
Relative absolute error
0.8547
Root mean prior squared error
0.4992
Root mean squared error
0.6527
Root relative squared error
1.3074
SciMark benchmark
1341.5768
UserCPU time millis
440
UserCPU time millis testing
180
UserCPU time millis training
260