{"id":25094640,"url":"https://github.com/akshay326/fuzzydecisiontree","last_synced_at":"2025-10-26T19:32:21.390Z","repository":{"id":79357525,"uuid":"183476901","full_name":"akshay326/FuzzyDecisionTree","owner":"akshay326","description":null,"archived":false,"fork":false,"pushed_at":"2019-04-25T17:11:29.000Z","size":17,"stargazers_count":7,"open_issues_count":0,"forks_count":2,"subscribers_count":0,"default_branch":"master","last_synced_at":"2025-03-29T04:42:04.579Z","etag":null,"topics":["decisiontree","fuzzy-logic","id3","python3"],"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/akshay326.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}},"created_at":"2019-04-25T17:04:14.000Z","updated_at":"2024-03-22T04:42:56.000Z","dependencies_parsed_at":null,"dependency_job_id":"3fbec16c-6e3e-4e8c-9ef6-e1c190935fab","html_url":"https://github.com/akshay326/FuzzyDecisionTree","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/akshay326%2FFuzzyDecisionTree","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/akshay326%2FFuzzyDecisionTree/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/akshay326%2FFuzzyDecisionTree/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/akshay326%2FFuzzyDecisionTree/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/akshay326","download_url":"https://codeload.github.com/akshay326/FuzzyDecisionTree/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":249190887,"owners_count":21227460,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","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":["decisiontree","fuzzy-logic","id3","python3"],"created_at":"2025-02-07T15:28:26.766Z","updated_at":"2025-10-26T19:32:16.359Z","avatar_url":"https://github.com/akshay326.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Decision Tree Program\n**Python3** implementation of ID3 algorithm based on categorical datasets.\n\n![Sample Decision Tree](https://drive.google.com/uc?export=view\u0026id=1VMyTxclWMfpgkgHBshep_koCPaoyPHOJ)\n\n## Features\n+ The tree is created using ``DecisionTree.py`` file. \n+ Its implementation of **ID3 algorithm** and returns the resulting tree as a multi-dimensional dictionary.\n+ Works on **categorical datasets only**.\n+ Unpredictable outputs are denoted by **?**\n+ Added ``DrawTree.py`` to generate decision tree **png image** using ``pyDot`` library \n\n\n## Installation\n+ Open the terminal or command prompt. Head for the directory with source code\n+ *PyDot* package is based on *GraphViz*. Get the instructions to install it [here](https://emden.github.io/download/)\n+ Install python requirements: \n```\npip install -r requirements.txt\n```\n\n\n## Sample Output\nOutput of Test Cases:   \n\n**Weather.csv**\n\n| Entry | Output |\n-------|------\nentry1 | no  \nentry2 | no\nentry3 | yes\nentry4 | yes\nentry5 | no\n\n**Vote.csv**\n\n| Entry | Output |\n-------|------\nentry1 | democrat\nentry2 | democrat\nentry3 | republican\nentry4 | democrat\nentry5 | democrat  \n\n**Soybean.csv**\n\n| Entry | Output |\n-------|------\nentry1 | ?\nentry2 | frog-eye-leaf-spot\nentry3 | frog-eye-leaf-spot\nentry4 | brown-spot\nentry5 | ?\n\n\n## Contributing\nFeel free to leave any comments (as issues) or make suggestions (as a pull request). \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fakshay326%2Ffuzzydecisiontree","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fakshay326%2Ffuzzydecisiontree","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fakshay326%2Ffuzzydecisiontree/lists"}