I have multiple predictors (ram, cpu, I/O etc.) (depended!) and looking for a model with multivariate outputs (I am trying to predict the same input fields given partial inputs). I have tried some models but cant find a model that will fit the data requirements. For example, lasso regression does not fit because it does not have a multi input-output version. Decision Tree regression does not fit because my inputs are dependent.. any suggestions?
Thanks in advance!