Prediction of numerical value and price is one of the tasks that can be done with regression algorithms. In this netbook, we plan to predict the price of diamonds with the help of the diamond dataset, for this we use these algorithms.
- Import libraries
- Read dataset and get information from data
- Cleaning Dataset
- Features
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Modeling
- Linear Regression
- KNeighbors Regressor
- Decision Tree Regressor
- Compare prediction with real values