DEVELOPMENT... OpenML
Run
104699

Run 104699

Task 1815 (Supervised Classification) trains 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
0.5616
Per class
Build CPU time
0.0093
Build memory
446496376.8
F measure
0.5074
Per class
Kappa
0.04
KB relative information score
3.863
Mean absolute error
0.4603
Mean prior absolute error
0.5
Number of instances
50
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.5223
Per class
Predictive accuracy
0.52
Prior entropy
1
Recall
0.52
Per class
Relative absolute error
0.9206
Root mean prior squared error
0.5
Root mean squared error
0.5997
Root relative squared error
1.1993
SciMark benchmark
936.8995