multiTaskRmse_MT {sMTL}

multiTaskRmse: calculate average (across tasks) RMSE for multi-label prediction problems

Description

multiTaskRmse: calculate average (across tasks) RMSE for multi-label prediction problems

Usage

multiTaskRmse_MT(data, K = NA, beta)

Arguments

data

A matrix including outcome vector/matrix and design matrix to test RMSE on

K

An integer of number of studies/tasks

beta

A matrix of estimated beta coefficients where each task is in a different column

Value

Returns a scalar of average (across tasks) RMSE for predictions on data provided