DEVELOPMENT... OpenML
Run
52838

Run 52838

Task 1714 (Learning Curve) breast-w Uploaded 07-11-2014 by Jason
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  • curves study_2 study_37 weka weka_3.7.12-SNAPSHOT
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Flow

weka.NNge(2)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(2)_G5
weka.NNge(2)_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.

21 Evaluation measures

Area under ROC curve
0.9576 ± 0.0151
Per class
Build CPU time
0.0032
Build memory
3635786089.5
F measure
0.96 ± 0.0173
Per class
Kappa
0.9117 ± 0.0376
KB relative information score
0.9075 ± 0.0406
Mean absolute error
0.0401 ± 0.0176
Mean prior absolute error
0.4519 ± 0.0014
Number of instances
699
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.9602 ± 0.0166
Per class
Predictive accuracy
0.9599 ± 0.0176
Prior entropy
0.9293 ± 0.0043
Recall
0.9599 ± 0.0176
Per class
Relative absolute error
0.0886 ± 0.0389
Root mean prior squared error
0.4753 ± 0.0015
Root mean squared error
0.2001 ± 0.0445
Root relative squared error
0.4211 ± 0.0936
SciMark benchmark
1629.4508