Run
326050

Run 326050

Task 1928 (Supervised Classification) heart-c Uploaded 26-03-2015 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
0.9099
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
F measure
0.8219
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Kappa
0.6405
Cross-validation details (10 times 10-fold Crossvalidation)
KB relative information score
1708.3092
Cross-validation details (10 times 10-fold Crossvalidation)
Mean absolute error
0.0823
Cross-validation details (10 times 10-fold Crossvalidation)
Mean prior absolute error
0.2004
Cross-validation details (10 times 10-fold Crossvalidation)
Number of instances
3030
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.8219
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Predictive accuracy
0.8221
Cross-validation details (10 times 10-fold Crossvalidation)
Prior entropy
1.0792
Cross-validation details (10 times 10-fold Crossvalidation)
Recall
0.8221
Per class
Cross-validation details (10 times 10-fold Crossvalidation)
Relative absolute error
0.4105
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean prior squared error
0.315
Cross-validation details (10 times 10-fold Crossvalidation)
Root mean squared error
0.2223
Cross-validation details (10 times 10-fold Crossvalidation)
Root relative squared error
0.7057
Cross-validation details (10 times 10-fold Crossvalidation)
SciMark benchmark
1363.1824
UserCPU time millis
10
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis testing
10
Cross-validation details (10 times 10-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (10 times 10-fold Crossvalidation)