DEVELOPMENT... OpenML
Run
187855

Run 187855

Task 3852 (Supervised Classification) anneal Uploaded 25-02-2015 by Felicia West
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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
0.9851
Per class
F measure
0.9429
Per class
Kappa
0.8418
KB relative information score
688.498
Mean absolute error
0.0838
Mean prior absolute error
0.3633
Number of instances
898
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9427
Per class
Predictive accuracy
0.9432
Prior entropy
0.7932
Recall
0.9432
Per class
Relative absolute error
0.2307
Root mean prior squared error
0.426
Root mean squared error
0.1964
Root relative squared error
0.4611
SciMark benchmark
1304.9611
UserCPU time millis
80
UserCPU time millis testing
20
UserCPU time millis training
60