DEVELOPMENT... OpenML
Run
187965

Run 187965

Task 4562 (Supervised Classification) vehicle 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
0.9897
Per class
F measure
0.9593
Per class
Kappa
0.8938
KB relative information score
7246.1734
Mean absolute error
0.053
Mean prior absolute error
0.3828
Number of instances
8460
Per class
OS information
[Oracle Corporation, 1.7.0_75, amd64, Linux, 3.16.0-29-generic]
Precision
0.9594
Per class
Predictive accuracy
0.9592
Prior entropy
0.8241
Recall
0.9592
Per class
Relative absolute error
0.1384
Root mean prior squared error
0.4374
Root mean squared error
0.1751
Root relative squared error
0.4003
SciMark benchmark
1250.8301
UserCPU time millis
50
UserCPU time millis testing
40
UserCPU time millis training
10