Run
105066

Run 105066

Task 3843 (Supervised Classification) optdigits Uploaded 09-12-2014 by Joaquin Vanschoren
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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.

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
0.998
Per class
Cross-validation details (10-fold Crossvalidation)
Build CPU time
2.413
Cross-validation details (10-fold Crossvalidation)
Build memory
772007764.8
Cross-validation details (10-fold Crossvalidation)
F measure
0.9862
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.9256
Cross-validation details (10-fold Crossvalidation)
KB relative information score
4844.3183
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0172
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.183
Cross-validation details (10-fold Crossvalidation)
Number of instances
5620
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9867
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9859
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4751
Cross-validation details (10-fold Crossvalidation)
Recall
0.9859
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.0941
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3024
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1021
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.3377
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
943.521