based on the soil elements and other attributes the model predicte the appropriate agricultural fertilizer to make the soil suitable for this crop
- Temperature
- Humidity
- Rainfall
- Soil - type of soil(0 "Clayey" , 1 "laterite", 2 "silty clay", 3 "sandy",4 "coastal",5 "clay loam",6 "alluvial")
- Crop - Name of crop (0 "rice",1 "Coconut")
- N - ratio of Nitrogen (NH4+) content in soil
- P - ratio of Phosphorous (P) content in soil
- K - ratio of Potassium (K) content in soil
- ph - soil acidity (pH)
- Fertilizer: categorical
0 "DAP and MOP: Source of P and K",
1 "Good NPK: NPK are sufficient in soil. No need to apply any fertilizer",
2 "MOP: Source of K",
3 "Urea and DAP: Source of N and P",
4 "Urea and MOP: Source of N and K",
5 "Urea: Source of N only",
6 "DAP: Source of P only DAP= Diammonium phosphate, MOP= Muriate of Potash"