Run
52849

Run 52849

Task 1730 (Learning Curve) credit-g Uploaded 07-11-2014 by Jan van Rijn
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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
0.6021 ± 0.0459
Per class
Build CPU time
0.0389
Build memory
3041948388.5333
F measure
0.6795 ± 0.0378
Per class
Kappa
0.2173 ± 0.093
KB relative information score
0.2109 ± 0.0951
Mean absolute error
0.309 ± 0.0373
Mean prior absolute error
0.4202
Number of instances
1000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.6737 ± 0.0391
Per class
Predictive accuracy
0.691 ± 0.0373
Prior entropy
0.8813
Recall
0.691 ± 0.0373
Per class
Relative absolute error
0.7354 ± 0.0887
Root mean prior squared error
0.4583
Root mean squared error
0.5559 ± 0.0333
Root relative squared error
1.213 ± 0.0727
SciMark benchmark
1629.4508