Hello! I am currently in a small ML competition that my college lab is doing for fun. The challenge is to predict product prices. One of the columns in the dataset is the product's description and there's another one with the name.
In my head, products that include words like "phone" in the name or the description will tend be more expensive than say, a product called or described as "pencil". How should I featurize those columns to follow that logic?
VicentRS t1_iu28e37 wrote
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Hello! I am currently in a small ML competition that my college lab is doing for fun. The challenge is to predict product prices. One of the columns in the dataset is the product's description and there's another one with the name.
In my head, products that include words like "phone" in the name or the description will tend be more expensive than say, a product called or described as "pencil". How should I featurize those columns to follow that logic?