I'm trying to understand the downsides of using PLS. Could someone please explain what the main disadvantage of PLS is?
5 answers
CryptoDynasty
Thu Nov 21 2024
These projections are formulated as a linear combination of all variables present in the two datasets.
CryptoGuru
Thu Nov 21 2024
This characteristic of PLS can pose challenges when it comes to interpreting the solutions derived from it.
DreamlitGlory
Thu Nov 21 2024
Unlike methods that might offer more intuitive projections or feature selection, PLS combines all features linearly.
GyeongjuGlory
Thu Nov 21 2024
The potential drawback of PLS, akin to PCA and CANCOR, lies in its projections.