{"id":15325969,"url":"https://github.com/tejasa97/email-intent-classifier","last_synced_at":"2026-01-27T23:06:19.484Z","repository":{"id":106774726,"uuid":"156973228","full_name":"tejasa97/Email-Intent-Classifier","owner":"tejasa97","description":"A NLP program that predicts the intent of a customer query email.","archived":false,"fork":false,"pushed_at":"2018-11-13T09:15:04.000Z","size":235,"stargazers_count":5,"open_issues_count":0,"forks_count":3,"subscribers_count":1,"default_branch":"master","last_synced_at":"2024-12-31T09:32:41.585Z","etag":null,"topics":["email-intent-classifier","intent","intent-classification","nlp","nltk","training-dataset"],"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/tejasa97.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":"2018-11-10T11:07:51.000Z","updated_at":"2023-10-30T12:11:29.000Z","dependencies_parsed_at":"2023-05-05T21:12:25.197Z","dependency_job_id":null,"html_url":"https://github.com/tejasa97/Email-Intent-Classifier","commit_stats":{"total_commits":9,"total_committers":1,"mean_commits":9.0,"dds":0.0,"last_synced_commit":"83d86a7142098be4fbdb04d5e2877c6ad7652148"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tejasa97%2FEmail-Intent-Classifier","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tejasa97%2FEmail-Intent-Classifier/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tejasa97%2FEmail-Intent-Classifier/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/tejasa97%2FEmail-Intent-Classifier/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/tejasa97","download_url":"https://codeload.github.com/tejasa97/Email-Intent-Classifier/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":239880093,"owners_count":19712324,"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":["email-intent-classifier","intent","intent-classification","nlp","nltk","training-dataset"],"created_at":"2024-10-01T09:34:03.026Z","updated_at":"2026-01-27T23:06:14.437Z","avatar_url":"https://github.com/tejasa97.png","language":"Jupyter Notebook","readme":"# Email Intent Classifier\n## A NLP program that predicts the intent of a customer query email.\n\n### (Datasets not put up due to privacy reasons. Email if needed)\n### An incoming email can have one of the folllowing 6 intents\n- Sales/Promotion\n- Product Specifications\n- Product Availability\n- Product Comparison\n- Shipping\n- Omnichannel\n\nThe program trains on a training dataset and then predicts the intents for the testing dataset.\nCV accuracy obtained on the training dataset by splitting in ratio *80 : 20* using the CountVectorizer algorithm is obtained as **91.875 %**.\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftejasa97%2Femail-intent-classifier","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftejasa97%2Femail-intent-classifier","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftejasa97%2Femail-intent-classifier/lists"}