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