{"id":20130555,"url":"https://github.com/md-emon-hasan/6-classification-iris-ml-apps","last_synced_at":"2026-04-26T20:31:36.394Z","repository":{"id":247717767,"uuid":"747069033","full_name":"Md-Emon-Hasan/6-Classification-Iris-ML-Apps","owner":"Md-Emon-Hasan","description":"A ML project on the classification of the Iris dataset, demonstrating data preprocessing, model training, and evaluation using Python and scikit-learn.","archived":false,"fork":false,"pushed_at":"2024-08-03T11:49:02.000Z","size":16,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-06-04T10:08:47.081Z","etag":null,"topics":["classification","data-science","iris-classification","iris-dataset","iris-flower-classification","predictive-modeling","scikit-learn"],"latest_commit_sha":null,"homepage":"https://dashboard.render.com/web/srv-cmnn0igl5elc738mc1mg","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Md-Emon-Hasan.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-01-23T07:48:15.000Z","updated_at":"2024-08-03T11:49:06.000Z","dependencies_parsed_at":"2024-11-13T20:39:10.461Z","dependency_job_id":"c0effc91-03f3-4449-b8ab-ccad96e9e11c","html_url":"https://github.com/Md-Emon-Hasan/6-Classification-Iris-ML-Apps","commit_stats":null,"previous_names":["md-emon-hasan/6-classification-iris-ml-apps"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/Md-Emon-Hasan/6-Classification-Iris-ML-Apps","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Md-Emon-Hasan%2F6-Classification-Iris-ML-Apps","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Md-Emon-Hasan%2F6-Classification-Iris-ML-Apps/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Md-Emon-Hasan%2F6-Classification-Iris-ML-Apps/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Md-Emon-Hasan%2F6-Classification-Iris-ML-Apps/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Md-Emon-Hasan","download_url":"https://codeload.github.com/Md-Emon-Hasan/6-Classification-Iris-ML-Apps/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Md-Emon-Hasan%2F6-Classification-Iris-ML-Apps/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":32312208,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-26T19:15:34.056Z","status":"ssl_error","status_checked_at":"2026-04-26T19:15:15.467Z","response_time":129,"last_error":"SSL_read: unexpected eof while reading","robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":false,"can_crawl_api":true,"host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["classification","data-science","iris-classification","iris-dataset","iris-flower-classification","predictive-modeling","scikit-learn"],"created_at":"2024-11-13T20:39:03.005Z","updated_at":"2026-04-26T20:31:36.371Z","avatar_url":"https://github.com/Md-Emon-Hasan.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Machine Learning Project: Classification Iris ML Apps\n\nWelcome to the **Classification Iris ML Apps** machine learning project repository! This project focuses on classifying iris flowers into three species using machine learning techniques and providing a simple web-based application for users to interact with streamlit.\n\n![6](https://github.com/user-attachments/assets/17eeb822-c15f-4b9d-b2b6-af6e76e6ec12)\n\n## 📋 Contents\n\n- [Introduction](#introduction)\n- [Why This Project](#why-this-project)\n- [Dataset](#dataset)\n- [Features](#features)\n- [Setup and Installation](#setup-and-installation)\n- [Demo](#demo)\n- [Contributing](#contributing)\n- [Challenges Faced](#challenges-faced)\n- [Lessons Learned](#lessons-learned)\n- [License](#license)\n- [Contact](#contact)\n\n---\n\n## 📖 Introduction\n\nThis repository contains a machine learning project focused on classifying iris flowers into three species using various machine learning algorithms and providing a user-friendly web application for predictions and insights.\n\n---\n\n## 🎯 Why This Project\n\nThe primary motivation behind creating this project is to demonstrate the process of building a machine-learning model for classification tasks and to provide an educational tool for those interested in learning about machine learning and web application development.\n\n---\n\n## 📊 Dataset\n\nThe dataset used for this project is the famous Iris dataset, which contains 150 samples of iris flowers with four features: sepal length, sepal width, petal length, and petal width. Each sample is classified into one of three species: Setosa, Versicolor, and Virginica.\n\n---\n\n## 🌟 Features\n\n- **Data Preprocessing:** Cleaning and transforming the dataset for model compatibility.\n- **Model Development:** Training and evaluating multiple machine learning models for classification.\n- **Deployment:** Developing a simple web-based application for users to input flower measurements and obtain species predictions.\n\n---\n\n## 🚀 Setup and Installation\n\nTo run this project locally, follow these steps:\n\n1. Clone the repository:\n\n   ```bash\n   git clone https://github.com/Md-Emon-Hasan/6-Classification-Iris-ML-Apps.git\n   ```\n\n2. Navigate to the project directory:\n\n   ```bash\n   cd 6-Classification-Iris-ML-Apps\n   ```\n\n3. Install the required dependencies:\n\n   ```bash\n   pip install -r requirements.txt\n   ```\n\n4. Run the web application:\n\n   ```bash\n   python app.py\n   ```\n\n5. Open your web browser and go to `http://localhost:5000` to interact with the app.\n\n---\n\n## 🌐 Demo\n\nExplore the live demo of the project [here](https://six-classification-iris-ml-apps.onrender.com/).\n\n---\n\n## 🤝 Contributing\n\nContributions to enhance or expand the project are welcome! Here's how you can contribute:\n\n1. **Fork the repository.**\n2. **Create a new branch:**\n\n   ```bash\n   git checkout -b feature/new-feature\n   ```\n\n3. **Make your changes:**\n\n   - Implement new features, improve model performance, or enhance user interface.\n\n4. **Commit your changes:**\n\n   ```bash\n   git commit -am 'Add a new feature or update'\n   ```\n\n5. **Push to the branch:**\n\n   ```bash\n   git push origin feature/new-feature\n   ```\n\n6. **Submit a pull request.**\n\n---\n\n## 🛠️ Challenges Faced\n\nDuring the development of this project, the following challenges were encountered:\n\n- Handling data preprocessing and feature engineering.\n- Selecting the most appropriate machine learning algorithms for classification.\n- Developing an intuitive and responsive web application interface.\n\n---\n\n## 📚 Lessons Learned\n\nKey lessons learned from this project include:\n\n- Practical application of classification algorithms in machine learning.\n- Importance of feature selection and engineering in classification tasks.\n- Deployment and usability considerations for interactive web applications.\n\n---\n\n## 📄 License\n\nThis project is licensed under the Apache License 2.0. See the [LICENSE](LICENSE) file for more details.\n\n---\n\n## 📬 Contact\n\n- **Email:** [iconicemon01@gmail.com](mailto:iconicemon01@gmail.com)\n- **WhatsApp:** [+8801834363533](https://wa.me/8801834363533)\n- **GitHub:** [Md-Emon-Hasan](https://github.com/Md-Emon-Hasan)\n- **LinkedIn:** [Md Emon Hasan](https://www.linkedin.com/in/md-emon-hasan)\n- **Facebook:** [Md Emon Hasan](https://www.facebook.com/mdemon.hasan2001/)\n\nFeel free to reach out for any questions or feedback regarding the project!\n\n```\n\nFeel free to customize this template further to better fit your project's specific details and style preferences.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmd-emon-hasan%2F6-classification-iris-ml-apps","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmd-emon-hasan%2F6-classification-iris-ml-apps","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmd-emon-hasan%2F6-classification-iris-ml-apps/lists"}