Run
52833

Run 52833

Task 1701 (Learning Curve) anneal 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
0.8528 ± 0.0482
Per class
Build CPU time
0.0111
Build memory
3836417977.7778
F measure
0.9168 ± 0.0357
Per class
Kappa
0.8019 ± 0.0739
KB relative information score
0.7977 ± 0.0654
Mean absolute error
0.0234 ± 0.0076
Mean prior absolute error
0.1343 ± 0.0013
Number of instances
898
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.9358 ± 0.0198
Per class
Predictive accuracy
0.9298 ± 0.0228
Prior entropy
1.1915 ± 0.026
Recall
0.9298 ± 0.0228
Per class
Relative absolute error
0.1741 ± 0.0567
Root mean prior squared error
0.2582 ± 0.0024
Root mean squared error
0.1529 ± 0.0254
Root relative squared error
0.5922 ± 0.0992
SciMark benchmark
1629.4508