Moringa week 8 IP
Week8 DSC10 core
By JOHN RUORO
Nairobi Hospital conducted a clinical camp to test for hypothyroidism. The data collected focused on Thyroid patients. Using the healthcare datasets provided the following tasks were accomplished:
-Build a model that determines whether or not the patient's symptoms indicate that the patient has hypothyroid. The models created and tested include:
- Base Model (Linear Regression)
- Random Forest
- AdaBoost
- Gradient Boost Model
- SVM model
- Polunomial Kernel
- Sigmound kernel
- RBF kernel model
The models were trained and tested on the data and the accuracy metrics for all the models compared.
Use Git Clone to clone the repository. initialize the ipynb notebook directly on Google colabs
No Known Bugs
Jupyter Notebook Python
John Ruoro
MIT Copyright (c) 2021 Moringa School and SnowTec