DEVELOPMENT... OpenML
Run
143900

Run 143900

Task 3712 (Supervised Classification) wind 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
0.9313
Per class
F measure
0.8493
Per class
Kappa
0.6974
KB relative information score
4185.0018
Mean absolute error
0.1885
Mean prior absolute error
0.4979
Number of instances
6574
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8494
Per class
Predictive accuracy
0.8493
Prior entropy
0.9969
Recall
0.8493
Per class
Relative absolute error
0.3786
Root mean prior squared error
0.4989
Root mean squared error
0.3249
Root relative squared error
0.6513
SciMark benchmark
904.3001
UserCPU time millis
320
UserCPU time millis testing
220
UserCPU time millis training
100