metadata
language:
- en
- hi
tags:
- agriculture
- fertilizer-recommendation
- sklearn
- india
- kissansahyog
license: mit
🧪 Poshan — Fertilizer Recommendation Model
Part of the KissanSahyog agritech platform.
Poshan (Hindi: पोषण) means "nourishment / nutrition".
Model Files
| File | Description |
|---|---|
fertilizer_model.pkl |
Fertilizer classifier |
columns.pkl |
Input feature column order |
label_encoder.pkl |
Fertilizer name label encoder |
Inputs
Soil Type,Crop Type(categorical)Temperature,Humidity,Moisture,N,P,K(numeric)
Output
- Recommended fertilizer name + dosage notes
Usage
import joblib
import pandas as pd
model = joblib.load("fertilizer_model.pkl")
cols = joblib.load("columns.pkl")
enc = joblib.load("label_encoder.pkl")
pred = model.predict(pd.DataFrame([your_input], columns=cols))
print(enc.inverse_transform(pred))