neuroharmony.exclude_single_subject_groups¶
- neuroharmony.exclude_single_subject_groups(df, covariates)[source]¶
Exclude categories with only one subject.
- Parameters
- dfNDFrame of shape [n_subjects, n_features]
Pandas DataFrame in the Neuroharmony input format containing the variables in the covariates list.
- covariateslist
List of covariates for which the Harmonization should eliminate or conserve.
- Returns
- dfNDFrame of shape [n_subjects, n_features]
Padas DataFrame excluding the subjects that would result in a single subject split of the covariates grouping.