{"id":28312430,"url":"https://github.com/codebreaker518/svm-spam-classifier","last_synced_at":"2026-06-17T20:05:49.606Z","repository":{"id":294166527,"uuid":"986072567","full_name":"CodeBreaker518/SVM-spam-classifier","owner":"CodeBreaker518","description":null,"archived":false,"fork":false,"pushed_at":"2025-05-19T07:54:53.000Z","size":2079,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-06-22T15:44:35.123Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/CodeBreaker518.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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,"zenodo":null}},"created_at":"2025-05-19T04:22:44.000Z","updated_at":"2025-05-19T07:54:59.000Z","dependencies_parsed_at":"2025-06-22T15:34:17.919Z","dependency_job_id":"0db0caec-1362-489d-b183-f7e66a978bda","html_url":"https://github.com/CodeBreaker518/SVM-spam-classifier","commit_stats":null,"previous_names":["codebreaker518/svm-spam-classifier"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/CodeBreaker518/SVM-spam-classifier","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CodeBreaker518%2FSVM-spam-classifier","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CodeBreaker518%2FSVM-spam-classifier/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CodeBreaker518%2FSVM-spam-classifier/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CodeBreaker518%2FSVM-spam-classifier/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/CodeBreaker518","download_url":"https://codeload.github.com/CodeBreaker518/SVM-spam-classifier/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/CodeBreaker518%2FSVM-spam-classifier/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":34463562,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-05-26T15:22:16.424Z","status":"online","status_checked_at":"2026-06-17T02:00:05.408Z","response_time":127,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"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":[],"created_at":"2025-05-24T17:09:49.275Z","updated_at":"2026-06-17T20:05:49.590Z","avatar_url":"https://github.com/CodeBreaker518.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Clasificador de SPAM con SVM\n\nEste proyecto utiliza un modelo de Máquina de Vectores de Soporte (SVM) para clasificar mensajes de texto como SPAM o NO SPAM usando el dataset `spam.csv`.\n\n## Requisitos\n\n- Python 3.8+\n- Las dependencias están en `requirements.txt`.\n\n## Instalación\n\n1. Clona este repositorio:\n   ```bash\n   git clone \u003cURL_DEL_REPOSITORIO\u003e\n   cd SVM_SPAM_Classifier\n   ```\n\n2. Crea y activa un entorno virtual:\n\n   ### Windows\n   ```bash\n   python -m venv .venv\n   .venv\\Scripts\\activate\n   ```\n\n   ### macOS y Linux\n   ```bash\n   python -m venv .venv\n   source .venv/bin/activate\n   ```\n\n3. Instala las dependencias:\n   ```bash\n   pip install -r requirements.txt\n   ```\n\n## Uso\n\n### Windows\n\n1. Activa el entorno virtual (si aun no lo has hecho):\n   ```bash\n   .venv\\Scripts\\activate\n   ```\n2. Ejecuta el script:\n   ```bash\n   python main.py\n   ```\n\n### macOS \u0026 Linux\n\n1. Activa el entorno virtual (si aun no lo has hecho):\n   ```bash\n   source .venv/bin/activate\n   ```\n2. Ejecuta el script:\n   ```bash\n   python main.py\n   ```\n\n## Alternativa: Uso sin entorno virtual\n\nSi prefieres no usar un entorno virtual, puedes instalar las dependencias directamente en tu sistema:\n\n```bash\npip install scikit-learn pandas\n```\n\nLuego, simplemente ejecuta el script:\n\n```bash\npython main.py\n```\n\n## Estructura del dataset\n\nEl archivo `spam.csv` debe tener las siguientes columnas:\n- `v1`: Etiqueta (`spam` o `ham`)\n- `v2`: Mensaje de texto\n\n## Personaliza la clasificación\n\nPuedes modificar o agregar emails de prueba en la lista `test_emails` dentro de `main.py` para probar el modelo con tus propios mensajes.\n\n## Licencia\n\nMIT ","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcodebreaker518%2Fsvm-spam-classifier","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fcodebreaker518%2Fsvm-spam-classifier","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fcodebreaker518%2Fsvm-spam-classifier/lists"}