DEVELOPMENT... OpenML
Run
143829

Run 143829

Task 3635 (Supervised Classification) fri_c1_250_50 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
0.9154
Per class
F measure
0.8344
Per class
Kappa
0.6651
KB relative information score
151.3971
Mean absolute error
0.2034
Mean prior absolute error
0.4954
Number of instances
250
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8391
Per class
Predictive accuracy
0.836
Prior entropy
0.9934
Recall
0.836
Per class
Relative absolute error
0.4106
Root mean prior squared error
0.4977
Root mean squared error
0.3356
Root relative squared error
0.6743
SciMark benchmark
923.9763
UserCPU time millis
310
UserCPU time millis testing
260
UserCPU time millis training
50