DEVELOPMENT... OpenML
Run
180124

Run 180124

Task 15 (Supervised Classification) breast-w 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
0.965
Per class
F measure
0.9658
Per class
Kappa
0.9245
KB relative information score
643.313
Mean absolute error
0.0343
Mean prior absolute error
0.452
Number of instances
699
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.966
Per class
Predictive accuracy
0.9657
Prior entropy
0.9297
Recall
0.9657
Per class
Relative absolute error
0.076
Root mean prior squared error
0.4753
Root mean squared error
0.1853
Root relative squared error
0.3899
SciMark benchmark
1353.6735
UserCPU time millis
60
UserCPU time millis testing
20
UserCPU time millis training
40