Multi-response screen — multiresponse

If screened features are from multi-response data, this function allows to adopt different strategies.

Usage

multiresponse_screener(
  screened,
  multi = c("max", "average", "sum", "raw"),
  coef = NULL
)

screened

vector or matrix containing the significance for the screened features

multi

what to do when response has multiple output values

max: for each feature, the maximal significance value across responses is kept
average: significances of multiple outputs are averaged to get a single value for each feature
sum: significances of multiple outputs are summed up to get a single value for each feature
raw: for each feature, returns one score for each output

coef

(optional) integer value indicating the response to keep

The significance of the screening test for each feature after the application of the selected strategy.

Alessandro Barberis