autcon_ruleset: Rule set from the classifier of autisic and non-autiscic...

Description Usage Format Source References

Description

The rule-based classifier was created for the gene expression levels of 82 autistic and 64 non-autistic (control) male children. The data has been preprocessed and the 35 most corellated genes were selected (see Garbulowski et al. (2019)) The rule set was obtained using the rule-based classifier created by a rosetta function from the R.ROSETTA package.

Usage

1

Format

A data frame with 191 rows and 5 variables. Each row corresponds to one rule:

features

comma-separated conditions (feature=value)

decision

a rule decision

accuracyRHS

a rule accuracy value

supportRHS

a rule support value

pValue

a rule p-value value

Source

GEO DataSet

References

Alter et al. (2011) PloS one, e16715 (PubMed)


komorowskilab/VisuNet documentation built on Feb. 18, 2022, 8:16 p.m.