Run
52854

Run 52854

Task 1727 (Learning Curve) optdigits 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
0.9627 ± 0.0081
Per class
Build CPU time
0.5855
Build memory
6201547857.3714
F measure
0.933 ± 0.0145
Per class
Kappa
0.9255 ± 0.0162
KB relative information score
0.9299 ± 0.0152
Mean absolute error
0.0134 ± 0.0029
Mean prior absolute error
0.18 ± 0
Number of instances
5620
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.9336 ± 0.0142
Per class
Predictive accuracy
0.9329 ± 0.0146
Prior entropy
3.3218 ± 0.0001
Recall
0.9329 ± 0.0146
Per class
Relative absolute error
0.0745 ± 0.0162
Root mean prior squared error
0.3 ± 0
Root mean squared error
0.1158 ± 0.0132
Root relative squared error
0.3861 ± 0.0442
SciMark benchmark
1676.6751