How to perform Multi Target Regression (MTR) on Data iku?

AayushShah Registered Posts: 2 ✭✭✭

Hello, I am new to this platform, I have a use-case where I want to predict multiple targets from the given set of features.

My use case has some features (X1...Xn) and 2 targets. (Y1, Y2).

Suppose: Age, BMI, Gender, Height, and Weight are in my dataset. From which I want to predict Height and Weight (as targets) from the features Age, BMI and Gender.

I want to run a regression model that should predict all 2 targets by simply providing the features. So, I am looking for a way to do that on this platform. Will anyone please help?

NOTE: There can be some relation between targets as well, thus creating separate models for every 2 targets might not result in the best model. Your guidance will help the most.

Clearly, this is the Multiple Target Regression problem (MTR). If possible will you please guide me through the process?

Thank you,

Aayush Shah

Operating system used: Windows


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