Run
275962

Run 275962

Task 1886 (Supervised Classification) letter Uploaded 06-03-2015 by Joaquin Vanschoren
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Flow

weka.A2DE(3)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(3)_F1
weka.A2DE(3)_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.

22 Evaluation measures

Area under ROC curve
0.9992
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.9437
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.9414
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
190346.0161
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0061
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
200000
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9442
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.9436
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
4.6998
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.9436
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.0823
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.056
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.2912
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
937.1527
UserCPU time millis
9920
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
9150
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
770
Cross-validation details (10 times 10-fold Crossvalidation)