DEVELOPMENT... OpenML
Run
143680

Run 143680

Task 21 (Supervised Classification) car Uploaded 31-01-2015 by Felicia West
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Flow

weka.A2DE(2)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(2)_F1
weka.A2DE(2)_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
0.9969
Per class
F measure
0.9387
Per class
Kappa
0.8731
KB relative information score
1213.6381
Mean absolute error
0.0891
Mean prior absolute error
0.229
Number of instances
1728
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9432
Per class
Predictive accuracy
0.9421
Prior entropy
1.2099
Recall
0.9421
Per class
Relative absolute error
0.389
Root mean prior squared error
0.3381
Root mean squared error
0.1797
Root relative squared error
0.5314
SciMark benchmark
915.2795
UserCPU time millis
10
UserCPU time millis testing
10