A machine learning system that makes crop recommendations based on soil and weather data.
Source: Kaggle Crop Recommendation Dataset
This dataset was build by augmenting datasets of rainfall, climate and fertilizer data available for India. Gathered over the period by ICFA, India.
- N - ratio of Nitrogen content in soil
- P - ratio of Phosphorous content in soil
- K - ratio of Potassium content in soil
- temperature - temperature in degree Celsius
- humidity - relative humidity in %
- ph - ph value of the soil rainfall - rainfall in mm
- SGD Classifier
- K-Nearest-Neighbors
- Decision Tree