Multi-response error — multiresponse

If error is from multi-response data, this function allows to adopt different strategies.

Usage

multiresponse_error(error, weights = NULL, multi = c("average", "sum", "raw"))

error

vector or matrix containing accuracy measures

weights

response weights

multi

what to do when response has multiple output values

average: errors of multiple outputs are averaged to get a single value for each observation
sum: errors of multiple outputs are summed up to get a single value for each observation
raw: returns a vector containing one error for each output

the error after applied the selected strategy

Alessandro Barberis