Chama99/monkey-sterilization-model

Monkey Sterilization Prediction Model

This repository contains a trained LinearRegression model to predict the number of monkeys sterilized per year based on historical data.

Model Details

• Model Type: Linear Regression
• Input: Year (numeric)
• Output: Predicted number of monkeys sterilized
• Training Data: Provided in the Monkey.xlsx file.

Files

• linear_regression_model.pkl: The saved scikit-learn Linear Regression model object.

Usage

You can load this model using joblib and make predictions:

import joblib
from huggingface_hub import hf_hub_download

model_path = hf_hub_download(repo_id="Chama99/monkey-sterilization-model", filename="linear_regression_model.pkl")
model = joblib.load(model_path)

# Example prediction for year 2030
predicted_sterilized = model.predict([[2030]])
print(f"Predicted sterilized monkeys in 2030: {int(predicted_sterilized[0])}")