DEVELOPMENT... OpenML
Run
144029

Run 144029

Task 3854 (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
0.9992
Per class
F measure
0.9868
Per class
Kappa
0.9686
KB relative information score
1302.9002
Mean absolute error
0.1191
Mean prior absolute error
0.4199
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
0.9871
Per class
Predictive accuracy
0.9867
Prior entropy
0.8813
Recall
0.9867
Per class
Relative absolute error
0.2835
Root mean prior squared error
0.4582
Root mean squared error
0.1903
Root relative squared error
0.4154
SciMark benchmark
915.2795
UserCPU time millis
10
UserCPU time millis testing
10