Run
57242

Run 57242

Task 1731 (Learning Curve) pendigits Uploaded 13-11-2014 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
0.9835 ± 0.0025
Per class
Build CPU time
0.2087
Build memory
4355946835.75
F measure
0.9703 ± 0.0046
Per class
Kappa
0.9669 ± 0.0051
KB relative information score
0.969 ± 0.0048
Mean absolute error
0.0059 ± 0.0009
Mean prior absolute error
0.18 ± 0
Number of instances
10992
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.9703 ± 0.0045
Per class
Predictive accuracy
0.9703 ± 0.0046
Prior entropy
3.3208 ± 0.0002
Recall
0.9703 ± 0.0046
Per class
Relative absolute error
0.0331 ± 0.0051
Root mean prior squared error
0.3 ± 0
Root mean squared error
0.0771 ± 0.0059
Root relative squared error
0.2571 ± 0.0198
SciMark benchmark
1525.9265