{"id":13994460,"url":"https://github.com/dimgold/Higgs_data_mining","last_synced_at":"2025-07-22T19:32:27.519Z","repository":{"id":88571373,"uuid":"93052455","full_name":"dimgold/Higgs_data_mining","owner":"dimgold","description":"Higgs data mining project (2015)","archived":false,"fork":false,"pushed_at":"2017-06-30T10:32:18.000Z","size":357,"stargazers_count":2,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2024-08-10T14:16:22.295Z","etag":null,"topics":["data-mining","data-science","higgs","kaggle","neurolab","sklearn"],"latest_commit_sha":null,"homepage":"","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/dimgold.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}},"created_at":"2017-06-01T11:58:49.000Z","updated_at":"2018-07-21T14:31:37.000Z","dependencies_parsed_at":"2023-02-28T19:00:39.259Z","dependency_job_id":null,"html_url":"https://github.com/dimgold/Higgs_data_mining","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/dimgold%2FHiggs_data_mining","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dimgold%2FHiggs_data_mining/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dimgold%2FHiggs_data_mining/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/dimgold%2FHiggs_data_mining/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/dimgold","download_url":"https://codeload.github.com/dimgold/Higgs_data_mining/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":227166746,"owners_count":17740975,"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-mining","data-science","higgs","kaggle","neurolab","sklearn"],"created_at":"2024-08-09T14:02:53.233Z","updated_at":"2024-11-29T16:31:27.192Z","avatar_url":"https://github.com/dimgold.png","language":"Python","funding_links":[],"categories":["Python"],"sub_categories":[],"readme":"# Higgs_data_mining\nHiggs data mining project (2015)\n\nThis project was done as a part of introduction to data mining and machine learning course at Tel Aviv University.\n\nData set is provided by Kaggle challenge: https://www.kaggle.com/c/higgs-boson\n\nThe goal is to classify Boson Higgs events to signal (real event) and noise given measured attributes.\n\nThe full data can be found at Kaggle link (only sample files appear at the repository).\n\n\n**The project includes:**\n* project.py:\n  * Feature Selection (T-Test, FDR test)\n  * KNN Classifier (68% accuracy)\n  * Decision Tree Classifier (81% accuracy)\n  * Random Forest Classifier (80% accuracy)\n* ANN.py:\n  * Neural Network Classifier (82% accuracy)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdimgold%2FHiggs_data_mining","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fdimgold%2FHiggs_data_mining","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fdimgold%2FHiggs_data_mining/lists"}