This repository has some projects on Data Mining techniques.
- What is the output?:
- The output is the prediction of the product rating given the other features known for a product on Wish.com. Ratings are in categories from 1 to 5.
- What data mining function is required?:
- The problem will be solved by classification algorithms.
- What could be the challenges?:
- The data is noisy and biased, where classes(1, 2) have very small numbers of samples, and class(4) has the biggest majority. Some features have a lot of missing values and incorrectly written data.
- What is the impact?:
- It can assist companies in determining the products that matter most to customers, which can guide product development and marketing plans.