DEVELOPMENT... OpenML
Run
52846

Run 52846

Task 1728 (Learning Curve) credit-approval 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
0.8139 ± 0.0454
Per class
Build CPU time
0.0112
Build memory
902369715.6
F measure
0.8171 ± 0.0445
Per class
Kappa
0.6293 ± 0.0904
KB relative information score
0.6283 ± 0.0904
Mean absolute error
0.1826 ± 0.0444
Mean prior absolute error
0.494 ± 0.0008
Number of instances
690
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.8171 ± 0.0442
Per class
Predictive accuracy
0.8174 ± 0.0444
Prior entropy
0.9912 ± 0.0022
Recall
0.8174 ± 0.0444
Per class
Relative absolute error
0.3697 ± 0.0899
Root mean prior squared error
0.497 ± 0.0008
Root mean squared error
0.4273 ± 0.0567
Root relative squared error
0.8599 ± 0.1142
SciMark benchmark
1615.5755