The Complete information and statistical analysis of the project can be obtained from the project report. Please have a look for more details.

Blood-Donation-Prediction

• The title of the project is “Predict Blood Donations”.
• It 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.
• The project involves working on blood transfusion dataset.
• It includes the following steps:-
  • Loading the blood transfusion dataset
  • Inspecting the dataframe
  • Specifying features and target columns
  • Splitting dataset into training and testing dataset
  • Selecting model using TPOT
  • Model Building
  • Model Training
  • Model Evaluation
• For furthur details, kindly read the project report.

Thank You