DEVELOPMENT... OpenML
Run
187953

Run 187953

Task 4438 (Supervised Classification) fri_c2_500_10 Uploaded 25-02-2015 by Jason
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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
0.9295
Per class
F measure
0.8548
Per class
Kappa
0.7023
KB relative information score
3130.2353
Mean absolute error
0.1901
Mean prior absolute error
0.4897
Number of instances
5000
Per class
OS information
[Oracle Corporation, 1.7.0_65, amd64, Linux, 3.16.0-29-generic]
Precision
0.8557
Per class
Predictive accuracy
0.8556
Prior entropy
0.9851
Recall
0.8556
Per class
Relative absolute error
0.3882
Root mean prior squared error
0.4948
Root mean squared error
0.3266
Root relative squared error
0.6601
SciMark benchmark
1028.5889
UserCPU time millis
10
UserCPU time millis testing
10