DEVELOPMENT... OpenML
Run
105030

Run 105030

Task 3857 (Supervised Classification) vehicle Uploaded 08-12-2014 by Felicia West
0 likes downloaded by 0 people 0 issues 0 downvotes , 0 total downloads
Issue #Downvotes for this reason By


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.

21 Evaluation measures

Area under ROC curve
0.991
Per class
Build CPU time
0.0217
Build memory
482131415.2624
F measure
0.9659
Per class
Kappa
0.9113
KB relative information score
733.2544
Mean absolute error
0.0496
Mean prior absolute error
0.3828
Number of instances
846
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9662
Per class
Predictive accuracy
0.9657
Prior entropy
0.8241
Recall
0.9657
Per class
Relative absolute error
0.1296
Root mean prior squared error
0.4374
Root mean squared error
0.1676
Root relative squared error
0.3831
SciMark benchmark
933.1799