Soil Fertility Data For Fertilizer Recommendation
- Citation Author(s):
-
KURUPATI SAI CHARAN
PALLA VENKATA SAI
M AMULYA
- Submitted by:
- Kurupati Charan
- Last updated:
- DOI:
- 10.21227/dbq2-5125
- Data Format:
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Abstract
This dataset provides comprehensive data for predicting the most suitable fertilizer for various crops based on environmental and soil conditions. It includes environmental factors like temperature, humidity, and moisture, along with soil and crop types, and nutrient composition (Nitrogen, Potassium, and Phosphorous). The target variable is the recommended fertilizer name.
The data is already pre-processed without anu Null values.
Instructions:
Data Understanding: The dataset contains numeric and categorical features with no missing values. Ensure proper handling of categorical variables like Soil Type, Crop Type, and Fertilizer Name.
Target Variable: The Fertilizer Name column is the target variable for prediction. Use it for supervised learning tasks.
Preprocessing Needs: The data is clean, but users should check for outliers in numeric features like Nitrogen, Potassium, and Phosphorous based on domain knowledge.
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il faut plus de données pour entrainer le model
In reply to il faut plus de données pour by bilounga gaelle
ok done
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