DEVELOPMENT... OpenML
Run
104677

Run 104677

Task 1785 (Supervised Classification) car 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
0.9922
Per class
Build CPU time
0.0015
Build memory
1337416194.4
F measure
0.9181
Per class
Kappa
0.8265
KB relative information score
5813.2205
Mean absolute error
0.0951
Mean prior absolute error
0.229
Number of instances
8640
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9224
Per class
Predictive accuracy
0.9223
Prior entropy
1.2099
Recall
0.9223
Per class
Relative absolute error
0.4151
Root mean prior squared error
0.3381
Root mean squared error
0.1889
Root relative squared error
0.5586
SciMark benchmark
946.9374