ML---Fertilizer-Prediction

based on the soil elements and other attributes the model predicte the appropriate agricultural fertilizer to make the soil suitable for this crop

Atrributes:

• 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)

Target

• 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"