Creating synthetic data with categorical variables (SMOTE-NC)

[@cakeLOL4ever]

So clear!! Thank you. Much better than my own teachers...

[@frischidn3869]

Hi, thanks for the video! It helps me to understand the maths behind SMOTENC. Recently, I've been doing a project in an Imbalanced multi-class classification. I want to ask you, how does SMOTENC works in creating synthetic data in multiclass classification? Let's say there is category a and b as the minority. And category c as the majority. I want category a, b, and c to have an equals amount of samples. Hence, the SMOTENC. Does it work as doing a vs c first and then b vs c? If you understand it, can you do me a favor of making a video of this case? Thank you!

[@jeroen9797]

awesome very clear you saved my life

[@MLA263]

Very nice video

[@mahdiyahriaesnianda5838]

i want to ask, for smote-nc with k-nearest neighbors is 5, how to generate new data with formula p+(q-p)*a? Thank you🙏

[@StrawHatlufy]

nice one