{"id":29084475,"url":"https://github.com/0xnaman1/loan-payment-classifier","last_synced_at":"2025-06-27T22:10:25.708Z","repository":{"id":106624089,"uuid":"199067258","full_name":"0xnaman1/Loan-Payment-Classifier","owner":"0xnaman1","description":"The project is based on implementation of KNN, Decision Trees, Logistic Regression and SVM to find out the type of loan payments. The accuracy of each model is calculated using Jaccard, Log Loss and F1 score.","archived":false,"fork":false,"pushed_at":"2019-07-27T09:56:45.000Z","size":55,"stargazers_count":0,"open_issues_count":0,"forks_count":1,"subscribers_count":3,"default_branch":"master","last_synced_at":"2025-02-28T10:48:22.126Z","etag":null,"topics":["data-science","decision-tree-classifier","knn-classification","machine-learning"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/0xnaman1.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":"2019-07-26T19:04:13.000Z","updated_at":"2019-07-27T09:57:42.000Z","dependencies_parsed_at":null,"dependency_job_id":"db346456-e034-430f-8740-8e09b84b358d","html_url":"https://github.com/0xnaman1/Loan-Payment-Classifier","commit_stats":null,"previous_names":["0xnaman1/loan-payment-classifier"],"tags_count":0,"template":false,"template_full_name":null,"purl":"pkg:github/0xnaman1/Loan-Payment-Classifier","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/0xnaman1%2FLoan-Payment-Classifier","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/0xnaman1%2FLoan-Payment-Classifier/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/0xnaman1%2FLoan-Payment-Classifier/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/0xnaman1%2FLoan-Payment-Classifier/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/0xnaman1","download_url":"https://codeload.github.com/0xnaman1/Loan-Payment-Classifier/tar.gz/refs/heads/master","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/0xnaman1%2FLoan-Payment-Classifier/sbom","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":262341643,"owners_count":23296072,"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":["data-science","decision-tree-classifier","knn-classification","machine-learning"],"created_at":"2025-06-27T22:10:24.323Z","updated_at":"2025-06-27T22:10:25.701Z","avatar_url":"https://github.com/0xnaman1.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Best Loan Classifier Project using ML\n\nA loan classifier is built using machine lerning algorithms that include\n- KNN\n- Decision Trees\n- Logistic Regression\n- Support Vector Machine\n\nThe accuracy of all the models was calculated using the various metrics including\n- Jaccard score\n- F1 score\n- Log Loss\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2F0xnaman1%2Floan-payment-classifier","html_url":"https://awesome.ecosyste.ms/projects/github.com%2F0xnaman1%2Floan-payment-classifier","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2F0xnaman1%2Floan-payment-classifier/lists"}