DEVELOPMENT... OpenML
Run
104875

Run 104875

Task 3676 (Supervised Classification) rmftsa_ctoarrivals Uploaded 08-12-2014 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.

21 Evaluation measures

Area under ROC curve
0.9854
Per class
Build CPU time
0.0006
Build memory
843912363.1515
F measure
0.9464
Per class
Kappa
0.8856
KB relative information score
220.2498
Mean absolute error
0.0812
Mean prior absolute error
0.4726
Number of instances
264
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.9488
Per class
Predictive accuracy
0.947
Prior entropy
0.9604
Recall
0.947
Per class
Relative absolute error
0.1718
Root mean prior squared error
0.486
Root mean squared error
0.2072
Root relative squared error
0.4264
SciMark benchmark
943.521