I m trying to score "how much a product is expected in the market". I created some features: How much this product is used each year. Where was it used . how many product for each country. the main component of this product compared the product with other similar products. etc. I built a big matrix/table with all these information. I want to create a prediction model, where the input is a main component of a product and the output is ( expected with a pourcentage).
I dont have a training data ( just features without related results which indicates if the product is expected or no) I dont have historical data to confirm the results of my work.
Some advices ?
Thank you all