{"payload":{"feedbackUrl":"https://github.com/orgs/community/discussions/53140","repo":{"id":745794057,"defaultBranch":"main","name":"Simple-Heart-disease-classification","ownerLogin":"DarkDk123","currentUserCanPush":false,"isFork":false,"isEmpty":false,"createdAt":"2024-01-20T06:43:55.000Z","ownerAvatar":"https://avatars.githubusercontent.com/u/60871161?v=4","public":true,"private":false,"isOrgOwned":false},"refInfo":{"name":"","listCacheKey":"v0:1705733760.0","currentOid":""},"activityList":{"items":[{"before":"18d0b818a428701818292fefe4b91ec994e7fe37","after":"8fcfbce3c3096a25b827dbe12c0332642563b0b0","ref":"refs/heads/main","pushedAt":"2024-06-04T04:15:38.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"DarkDk123","name":"Dipesh Rathore","path":"/DarkDk123","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/60871161?s=80&v=4"},"commit":{"message":"Updated Readme.md\n\n* Completed entire description","shortMessageHtmlLink":"Updated Readme.md"}},{"before":"595e82c99b7a232930cbc58e3a581a7fc03752f6","after":"18d0b818a428701818292fefe4b91ec994e7fe37","ref":"refs/heads/main","pushedAt":"2024-06-02T10:39:58.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"DarkDk123","name":"Dipesh Rathore","path":"/DarkDk123","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/60871161?s=80&v=4"},"commit":{"message":"Derived model-based feature importance & Completed The Project\n\n* Used model's \"coef_\" to derive feature's importance\n* Understood ML & DS is all about Experiment, just try different\n things!","shortMessageHtmlLink":"Derived model-based feature importance & Completed The Project"}},{"before":"0b1bd0d80aa3fe7dd52999157fdd54ae449d7333","after":"595e82c99b7a232930cbc58e3a581a7fc03752f6","ref":"refs/heads/main","pushedAt":"2024-06-01T22:01:51.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"DarkDk123","name":"Dipesh Rathore","path":"/DarkDk123","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/60871161?s=80&v=4"},"commit":{"message":"Final Evaluation of tuned model on Unseen Test set\n\n* Evaluated on multiple classification metrics\n\n* Achieved an accuracy of 90% and f1 score of 0.92","shortMessageHtmlLink":"Final Evaluation of tuned model on Unseen Test set"}},{"before":"f79a86c80b904636dce0b6550b34c709ebf69e19","after":"0b1bd0d80aa3fe7dd52999157fdd54ae449d7333","ref":"refs/heads/main","pushedAt":"2024-05-29T23:53:02.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"DarkDk123","name":"Dipesh Rathore","path":"/DarkDk123","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/60871161?s=80&v=4"},"commit":{"message":"Further Fine Tuned and selected final model\n\n* Used GridSearchCV to find best Hyperparameter combinations.\n\n* Maybe Over-fitted training data!?","shortMessageHtmlLink":"Further Fine Tuned and selected final model"}},{"before":"8ea0651c7676d00f83b28bb2647a535c8d44f4c2","after":"f79a86c80b904636dce0b6550b34c709ebf69e19","ref":"refs/heads/main","pushedAt":"2024-05-28T22:19:52.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"DarkDk123","name":"Dipesh Rathore","path":"/DarkDk123","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/60871161?s=80&v=4"},"commit":{"message":"Fine Tuned and filtered base models\n\n* Used RandomizedSearchCV to fine tune efficiently\n* Discarded KNN\n* Finally selected 2 models to take further","shortMessageHtmlLink":"Fine Tuned and filtered base models"}},{"before":"9bd938f77af7493afa3ed093f61876c42fc86700","after":"8ea0651c7676d00f83b28bb2647a535c8d44f4c2","ref":"refs/heads/main","pushedAt":"2024-05-27T13:05:39.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"DarkDk123","name":"Dipesh Rathore","path":"/DarkDk123","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/60871161?s=80&v=4"},"commit":{"message":"Added Instructor's Notebook for this Project\n\n* Official notebook by Danial at this time\n* Also linked github to download latest notebook when needed","shortMessageHtmlLink":"Added Instructor's Notebook for this Project"}},{"before":"664896a843d6a47c0f63015ac716e0da9c3d70d2","after":"9bd938f77af7493afa3ed093f61876c42fc86700","ref":"refs/heads/main","pushedAt":"2024-05-27T13:03:42.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"DarkDk123","name":"Dipesh Rathore","path":"/DarkDk123","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/60871161?s=80&v=4"},"commit":{"message":"Trained and compared Base models for classification!","shortMessageHtmlLink":"Trained and compared Base models for classification!"}},{"before":"f8800c081595b95a6b4b556bf18b1fe313ffde07","after":"664896a843d6a47c0f63015ac716e0da9c3d70d2","ref":"refs/heads/main","pushedAt":"2024-05-27T03:43:18.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"DarkDk123","name":"Dipesh Rathore","path":"/DarkDk123","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/60871161?s=80&v=4"},"commit":{"message":"Completed EDA\n\n* Explored the data sufficiently\n* It does not need to be much preprocessed, it's clean\n* Now just data splitting is needed","shortMessageHtmlLink":"Completed EDA"}},{"before":"f61cceebf911e85464fd317369648f7caaa9f059","after":"f8800c081595b95a6b4b556bf18b1fe313ffde07","ref":"refs/heads/main","pushedAt":"2024-05-26T00:04:27.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"DarkDk123","name":"Dipesh Rathore","path":"/DarkDk123","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/60871161?s=80&v=4"},"commit":{"message":"Revised Entire Heart-Disease project","shortMessageHtmlLink":"Revised Entire Heart-Disease project"}},{"before":"7d8045174c463808861d51f4eefcdeab7f08c22d","after":"f61cceebf911e85464fd317369648f7caaa9f059","ref":"refs/heads/main","pushedAt":"2024-02-07T09:41:17.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"DarkDk123","name":"Dipesh Rathore","path":"/DarkDk123","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/60871161?s=80&v=4"},"commit":{"message":"Finding patterns, correlation matrix.","shortMessageHtmlLink":"Finding patterns, correlation matrix."}},{"before":"dca6d17fbf60e640629df3d79a4fce8592be5d01","after":"7d8045174c463808861d51f4eefcdeab7f08c22d","ref":"refs/heads/main","pushedAt":"2024-01-28T12:04:39.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"DarkDk123","name":"Dipesh Rathore","path":"/DarkDk123","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/60871161?s=80&v=4"},"commit":{"message":"Comparing Various Features with our Target Variable","shortMessageHtmlLink":"Comparing Various Features with our Target Variable"}},{"before":"9aa4df14454320ebd968d8d6fe76838d4f393e76","after":"dca6d17fbf60e640629df3d79a4fce8592be5d01","ref":"refs/heads/main","pushedAt":"2024-01-27T13:04:38.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"DarkDk123","name":"Dipesh Rathore","path":"/DarkDk123","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/60871161?s=80&v=4"},"commit":{"message":"Performing EDA to Explore the Data more!","shortMessageHtmlLink":"Performing EDA to Explore the Data more!"}},{"before":"4fa421ec50fa12b70ba1ccc492d9f8a056bb590d","after":"9aa4df14454320ebd968d8d6fe76838d4f393e76","ref":"refs/heads/main","pushedAt":"2024-01-23T07:27:52.000Z","pushType":"push","commitsCount":1,"pusher":{"login":"DarkDk123","name":"Dipesh Rathore","path":"/DarkDk123","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/60871161?s=80&v=4"},"commit":{"message":"Little updates","shortMessageHtmlLink":"Little updates"}},{"before":"ba5ed9bdc8dc687889e6b9dfdfbdd6075154b56f","after":"4fa421ec50fa12b70ba1ccc492d9f8a056bb590d","ref":"refs/heads/main","pushedAt":"2024-01-23T06:59:23.000Z","pushType":"force_push","commitsCount":0,"pusher":{"login":"DarkDk123","name":"Dipesh Rathore","path":"/DarkDk123","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/60871161?s=80&v=4"},"commit":{"message":"Problem, Goal Definition, Understand data attributes.","shortMessageHtmlLink":"Problem, Goal Definition, Understand data attributes."}},{"before":"3dffb589e26cc6465ce41fbdd52e7335a1612acc","after":"ba5ed9bdc8dc687889e6b9dfdfbdd6075154b56f","ref":"refs/heads/main","pushedAt":"2024-01-23T06:45:44.000Z","pushType":"push","commitsCount":2,"pusher":{"login":"DarkDk123","name":"Dipesh Rathore","path":"/DarkDk123","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/60871161?s=80&v=4"},"commit":{"message":"Problem, Goal Definition, Understand data attributes.","shortMessageHtmlLink":"Problem, Goal Definition, Understand data attributes."}},{"before":null,"after":"3dffb589e26cc6465ce41fbdd52e7335a1612acc","ref":"refs/heads/main","pushedAt":"2024-01-20T06:56:00.000Z","pushType":"branch_creation","commitsCount":0,"pusher":{"login":"DarkDk123","name":"Dipesh Rathore","path":"/DarkDk123","primaryAvatarUrl":"https://avatars.githubusercontent.com/u/60871161?s=80&v=4"},"commit":{"message":"First Commit","shortMessageHtmlLink":"First Commit"}}],"hasNextPage":false,"hasPreviousPage":false,"activityType":"all","actor":null,"timePeriod":"all","sort":"DESC","perPage":30,"cursor":"Y3Vyc29yOnYyOpK7MjAyNC0wNi0wNFQwNDoxNTozOC4wMDAwMDBazwAAAARbmFPh","startCursor":"Y3Vyc29yOnYyOpK7MjAyNC0wNi0wNFQwNDoxNTozOC4wMDAwMDBazwAAAARbmFPh","endCursor":"Y3Vyc29yOnYyOpK7MjAyNC0wMS0yMFQwNjo1NjowMC4wMDAwMDBazwAAAAPkkBJT"}},"title":"Activity ยท DarkDk123/Simple-Heart-disease-classification"}