{"id":21327685,"url":"https://github.com/mostafa-wael/loan-classifier","last_synced_at":"2026-05-12T12:43:41.733Z","repository":{"id":112398046,"uuid":"301563944","full_name":"Mostafa-wael/Loan-Classifier","owner":"Mostafa-wael","description":"A machine leaning based loan classifier using many classification techniques then,  uses them trying to find the best parameters for each one of them hence, compares between them according to various metrics","archived":false,"fork":false,"pushed_at":"2022-01-01T18:23:24.000Z","size":66,"stargazers_count":0,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-01-22T12:45:53.051Z","etag":null,"topics":["classification","decisiontreeclassifier","f1-score","jaccard-similarity","knn-classification","logisticregression","logloss","ml","svm-classifier"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Mostafa-wael.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":"2020-10-05T23:27:40.000Z","updated_at":"2022-01-01T18:23:26.000Z","dependencies_parsed_at":"2023-05-14T12:15:18.127Z","dependency_job_id":null,"html_url":"https://github.com/Mostafa-wael/Loan-Classifier","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/Mostafa-wael%2FLoan-Classifier","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Mostafa-wael%2FLoan-Classifier/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Mostafa-wael%2FLoan-Classifier/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Mostafa-wael%2FLoan-Classifier/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Mostafa-wael","download_url":"https://codeload.github.com/Mostafa-wael/Loan-Classifier/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243806084,"owners_count":20350775,"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":["classification","decisiontreeclassifier","f1-score","jaccard-similarity","knn-classification","logisticregression","logloss","ml","svm-classifier"],"created_at":"2024-11-21T21:18:52.850Z","updated_at":"2025-11-03T14:03:17.905Z","avatar_url":"https://github.com/Mostafa-wael.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Loan-Classifier\nA machine leaning based loaan classifier using many classification techniques such as: \n- K Nearest Neighbor(KNN)\n- Decision Tree\n- Support Vector Machine\n- Logistic Regression\n\nthe notebook uses all the previous techniques trying to find the best parameters for each one of them then, compares between them according to various metrics such as:\n- jaccard similarity score\n- f1 score\n- log loss\n\nthis project serves as the final project in the \" machine learning with python\" course by IBM\n\ncourse's link: https://www.coursera.org/learn/machine-learning-with-python/home/welcome\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmostafa-wael%2Floan-classifier","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmostafa-wael%2Floan-classifier","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmostafa-wael%2Floan-classifier/lists"}