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A farmer reached out to you as a machine learning expert seeking help to select the best crop for his field. Due to budget constraints, the farmer explained that he could only afford to measure two out of the four essential soil measures:
Nitrogencontent ratio in the soil
Phosphorouscontent ratio in the soil
Potassiumcontent ratio in the soil
pHvalue of the soil
The expert realized that this is a classic feature selection problem, where the objective is to pick the most important features that could help predict the crop accurately. Can you help him?
- 1In this project, you will be introduced to two techniques for feature selection and apply them to the farmer's problem. By working on this project, you will gain valuable insights into how machine learning can solve real-world agricultural problems.