DEVELOPMENT... OpenML
Run
180238

Run 180238

Task 1779 (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
0.9555
Per class
F measure
0.9556
Per class
Kappa
0.9022
KB relative information score
3133.4957
Mean absolute error
0.0446
Mean prior absolute error
0.452
Number of instances
3495
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9562
Per class
Predictive accuracy
0.9554
Prior entropy
0.9297
Recall
0.9554
Per class
Relative absolute error
0.0988
Root mean prior squared error
0.4753
Root mean squared error
0.2113
Root relative squared error
0.4445
SciMark benchmark
1372.2145
UserCPU time millis
50
UserCPU time millis testing
20
UserCPU time millis training
30