{"id":31320613,"url":"https://github.com/takshak26/predict_blood_donations-","last_synced_at":"2026-05-16T18:02:22.120Z","repository":{"id":315896077,"uuid":"1061178928","full_name":"Takshak26/predict_blood_donations-","owner":"Takshak26","description":"About The title of the project is “Predict Blood Donations”. 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Please have a look for more details.\n\n# Blood-Donation-Prediction\n  The title of the project is “Predict Blood Donations”.\nIt uses python as language, data science, and machine learning as the field of operation, TPOT library for model selection, logistic regression for model building, and jupyter notebook as the code editor.\nThe project involves working on blood transfusion dataset.\nIt includes the following steps:-\n\u003e Loading the blood transfusion dataset\n\u003e Inspecting the dataframe\n\u003e Specifying features and target columns\n\u003e Splitting dataset into training and testing dataset\n\u003e Selecting model using TPOT\n\u003e Model Building\n\u003e Model Training\n\u003e Model Evaluation\nFor furthur details, kindly read the project report.\n\n\nThank You\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftakshak26%2Fpredict_blood_donations-","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftakshak26%2Fpredict_blood_donations-","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftakshak26%2Fpredict_blood_donations-/lists"}