DEVELOPMENT... OpenML
Run
104766

Run 104766

Task 3499 (Supervised Classification) squash-stored 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
0.712
Per class
Build CPU time
0.0073
Build memory
725142605.5385
F measure
0.5119
Per class
Kappa
0.2136
KB relative information score
15.7258
Mean absolute error
0.3091
Mean prior absolute error
0.4135
Number of instances
52
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5063
Per class
Predictive accuracy
0.5192
Prior entropy
1.4782
Recall
0.5192
Per class
Relative absolute error
0.7475
Root mean prior squared error
0.4538
Root mean squared error
0.489
Root relative squared error
1.0776
SciMark benchmark
939.059