Run
61768

Run 61768

Task 1727 (Learning Curve) optdigits Uploaded 16-11-2014 by Jan van Rijn
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Flow

weka.A2DE(2)Webb, Geoffrey I., Boughton, Janice, Zheng, Fei, Ting, Kai Ming, Salem, Houssam (2012). Learning by extrapolation from marginal to full-multivariate probability distributions: decreasingly naive {Bayesian} classification. Machine Learning. 86(2):233-272.
weka.A2DE(2)_F1
weka.A2DE(2)_M1.0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

21 Evaluation measures

Area under ROC curve
0.999 ± 0.0008
Per class
Build CPU time
3.9975
Build memory
3097842260.7429
F measure
0.9774 ± 0.0058
Per class
Kappa
0.9749 ± 0.0065
KB relative information score
0.9776 ± 0.0057
Mean absolute error
0.005 ± 0.0012
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
0.9775 ± 0.0056
Per class
Predictive accuracy
0.9774 ± 0.0058
Prior entropy
3.3218 ± 0.0001
Recall
0.9774 ± 0.0058
Per class
Relative absolute error
0.0277 ± 0.0066
Root mean prior squared error
0.3 ± 0
Root mean squared error
0.0617 ± 0.0078
Root relative squared error
0.2058 ± 0.0259
SciMark benchmark
1635.4735