Predict Sales Performance of summer clothes
The Sales of summer clothes in E-commerce Wish dataset comes from Kaggle, it contains features like price, product rating, color, size, shipping options, unit sold etc, for each product.
Original data: 1573 rows and 43 columns 24 numeric columns and 19 string-type columns Data size: 1.2MB
Use two Machine Learning models to predict sales performance. Try a traditional classification model and creatively transform a regression model for binary classification. Compare the model performance.
- regression model - BayesianRidge
- classification model - Decision Tree