Breast Cancer Predictor 📊 🔎

This repository contains a mini project for breast cancer prediction using machine learning algorithms. The project includes a user-friendly application that allows users to input relevant features and predicts whether a breast tumor is benign or malignant.

📷 Demo Picture.

📌 Requirements. To run the project, make sure you have the following dependencies installed:

• numpy==1.23.4
• pandas==1.5.1
• pickle5==0.0.11
• plotly==5.11.0
• scikit_learn==1.2.2
• streamlit==1.18.1
• And more you can find inrequirement.txt
• You can install these dependencies by executing the command:
• pip install -r requirements.txt

🚀 Deployment.

The application is deployed using Streamlit, which provides an interactive user interface. To run the application, use the following command: streamlit run app.py .

Link : https://soulofmercara.streamlit.app/

💻 Usage

Follow the steps below to use the breast cancer predictor application:

• Launch the application by running the above command.
• Fill in the input fields with the relevant features for breast cancer prediction.
• Click the "Predict" button to obtain the prediction result.
• The application will display whether the tumor is benign or malignant.

📄 License This project is licensed under the MIT License. 📝