Marketplace catalog file categories

[magnuskarlssonhm]

Am I thinking this right with our id's (bold) and features for product catalog? Our categories have id's, like image below

I think I will make one model per market (Sweden, Germany, etc). They each have their own translations for what the categories are translated to from the SD1 etc naming.

AB2065138, Blue Casual Tight fit Medium Armani Blazer,SD1M5S6,, Context=Casual, Gender=Male, Brand=Armani, Article Standard Colour=Blue, Size=Medium, Seasonality=Summer, Fabric appearence=Velvet

Another one in clothing would be
2b324086-85ba-4d68-b83d-8dae68db39f0, White Loose fit Small Adidas T-shirt,SD1M10S1,, Context=Casual, Gender=Women, Brand=Adidas, Article Standard Colour=White, Size=Small, Seasonality=All year, Fabric appearence=Textile

But then how do we do Accessories? Is that a different model?
b68bd680-5cc2-4220-98b6-be743943006c, S.c Iphone X/xs Silicone Black,SD2M20S1,, Gender=Unisex, Brand=The Case Factory, Article Standard Colour=Black, Size=Small

Some product attributes does not exist for Accessories the same way they do for Clothing.

[natinimni]

Hi @magnuskarlssonhm , I am not familiar with your data set. The best thing to do here is to try/experiment with different ways to separate to models and choose the one that yields better results.

[magnuskarlssonhm]

So, the question is if I can train a model with a catalog which have different type of items in it, i.e not all of the same attributes.

[natinimni]

Do you mean a catalog items with different features? if so, note that the algorithm only used item features when an item do not have enough transnational data in the usage files. Read more about catalog item features here Why add features to the catalog and on the sections that follow it.