Machine Learning web App

This is a machine learning web application for binary classification using streamlit

options

this application contains 3 classifiers:

• SVM (Support Vector Machine)
• Logistic Regression
• Random Forest

you have the ability to change the parameters:

• Regularization parameter
• kernels (rbf, linear)
• Kernel Coefficient

Plots:

3 types of plots:

• Confusion Matrix
• ROC Curve
• Precision Recall Curve

use this application

you need to install:

• install streamlit

pip install streamlit

• install sklearn

pip install -U scikit-learn

• install pandas

pip install pandas

run using

streamlit run main.py

ScreenShots