DEVELOPMENT... OpenML
Run
180715

Run 180715

Task 3781 (Supervised Classification) fri_c4_250_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
0.5486
Per class
F measure
0.4995
Per class
Kappa
0.1032
KB relative information score
38.0606
Mean absolute error
0.42
Mean prior absolute error
0.4968
Number of instances
250
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.6246
Per class
Predictive accuracy
0.58
Prior entropy
0.9955
Recall
0.58
Per class
Relative absolute error
0.8454
Root mean prior squared error
0.4984
Root mean squared error
0.6481
Root relative squared error
1.3003
SciMark benchmark
1291.6995
UserCPU time millis
60
UserCPU time millis testing
20
UserCPU time millis training
40