Hi @FootLongBong the SKU is not in train data since this product only existed in the inventory from November, i.e it's a new product that we see only in the test.

You should not drop it since your model should be robust and able to make predictions for newer products that come into the market as time progresses.

Thanks.

Is there any information from sku name that can be extracted into type, color, etc?