Baking a cake without following the recipe is likely to lead to an unsatisfactory outcome; the cake will likely be disappointing because it doesn't meet your expectations.
The word unsatisfactory is used to describe something that fails to meet the desired standards. Whether it's a school project, a meal at a restaurant, or a customer service experience, if it doesn’t live up to what you hoped for, it's considered unsatisfactory. This term often conveys disappointment and the need for improvement. For example, if a test score is unsatisfactory, it means the grade is below what is acceptable or needed.