Run
326029

Run 326029

Task 1798 (Supervised Classification) postoperative-patient-data 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
0.3015
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
F measure
0.5314
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Kappa
-0.1755
Cross-validation details (5 times 2-fold Crossvalidation)
KB relative information score
-74.9741
Cross-validation details (5 times 2-fold Crossvalidation)
Mean absolute error
0.3179
Cross-validation details (5 times 2-fold Crossvalidation)
Mean prior absolute error
0.2871
Cross-validation details (5 times 2-fold Crossvalidation)
Number of instances
450
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.4975
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Predictive accuracy
0.5733
Cross-validation details (5 times 2-fold Crossvalidation)
Prior entropy
1.0305
Cross-validation details (5 times 2-fold Crossvalidation)
Recall
0.5733
Per class
Cross-validation details (5 times 2-fold Crossvalidation)
Relative absolute error
1.1073
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean prior squared error
0.3755
Cross-validation details (5 times 2-fold Crossvalidation)
Root mean squared error
0.4627
Cross-validation details (5 times 2-fold Crossvalidation)
Root relative squared error
1.2324
Cross-validation details (5 times 2-fold Crossvalidation)
SciMark benchmark
1316.2665
UserCPU time millis
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis testing
Cross-validation details (5 times 2-fold Crossvalidation)
UserCPU time millis training
Cross-validation details (5 times 2-fold Crossvalidation)