The latest articles on DEV Community by Pragyan Tiwari (@pragyan_tiwari_ad31c0323f). https://dev.to/pragyan_tiwari_ad31c0323f https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F2477689%2F74b9b890-f683-4395-bb1f-290e9ca55b38.jpg https://dev.to/pragyan_tiwari_ad31c0323f en Pragyan Tiwari Wed, 25 Dec 2024 19:45:39 +0000 https://dev.to/pragyan_tiwari_ad31c0323f/breast-cancer-prediction-with-decision-trees-58cj https://dev.to/pragyan_tiwari_ad31c0323f/breast-cancer-prediction-with-decision-trees-58cj <h2> <strong>Hi Developers</strong>👋 </h2> <p>I am excited to share my latest project, a DecisionTree Classifier for predicting breast cancer. I ✨tuned the model with feature engineering techniques and interpreted the model's behaviour with SHAP.</p> <h3> <strong>🔮 Project Overview</strong> </h3> <p>This project 🧠 leverages the power of DecisionTree Classifier 🌳 to predict breast cancer 🎀. It includes advanced feature engineering techniques 🛠️ and employs SHAP (SHapley Additive exPlanations) 📈 to interpret the model's behavior, ensuring transparency 🔍 and trust 🤝 in the predictions.</p> <p><strong>Here is the complete source on GitHub:</strong> </p> <p><br> <a href="https://github.com/PragyanTiwari/Breast-Cancer-Prediction-with-DecisionTree-Classifier" rel="noopener noreferrer"><img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fimg.shields.io%2Fbadge%2Fgithub-black%3Fstyle%3Dfor-the-badge%26logo%3Dgithub%26logoSize%3Dauto%26link%3Dhttps%253A%252F%252Fgithub.com%252FPragyanTiwari" width="95" height="28"></a></p> machinelearning python github datascience