DEVELOPMENT... OpenML
Run
52843

Run 52843

Task 1721 (Learning Curve) mfeat-zernike 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
0.8447 ± 0.0146
Per class
Build CPU time
0.1573
Build memory
481426565.6
F measure
0.7136 ± 0.0261
Per class
Kappa
0.6894 ± 0.0292
KB relative information score
0.7077 ± 0.0275
Mean absolute error
0.0559 ± 0.0053
Mean prior absolute error
0.18
Number of instances
2000
Per class
OS information
[Sun Microsystems Inc., 1.6.0_33, amd64, Linux, 3.5.0-54-generic]
Precision
0.7114 ± 0.026
Per class
Predictive accuracy
0.7205 ± 0.0263
Prior entropy
3.3219
Recall
0.7205 ± 0.0263
Per class
Relative absolute error
0.3106 ± 0.0292
Root mean prior squared error
0.3
Root mean squared error
0.2364 ± 0.0113
Root relative squared error
0.7881 ± 0.0376
SciMark benchmark
1615.5755