The web application was developed using the streamlit package and allows to perform data analysis along with the creation of predictive classification models using machine learning methods, such as:
- K Nearest Neighbors
- Support Vector Machine
- Decision Tree
- Random Forest
- Neural Network
Importantly, the application also includes two tabs responsible for the preliminary analysis of your imported data with its exploration using the Principal Component Analysis (PCA) method.
In addition, a score report is generated with all the sheets in .xlsx format so you can easily download your results!
Check it out on 👉Analyse your data!👈