Comparing Different Sklearn Algorithms

Demo

Launch the web app:

Algorithms Implemented

• KNN - K Nearest Neighbors
• SVM - Support Vector Machine
• LR - Logistic Regression

Datasets Used

• Iris
• Breast Cancer
• Wine

Reproducing this web app

To recreate this web app on your own computer, do the following.

Create conda environment

Firstly, we will create a conda environment called cdsaenv

conda create -n cdsaenv python=3.7.9

Secondly, we will login to the cdsaenv environement

conda activate cdsaenv

Install prerequisite libraries

Download requirements.txt file

https://github.com/psyduck1203/CDSA/requirements.txt

Pip install libraries

pip install -r requirements.txt

Major libraries required

• Streamlit
• Sklearn
• Numpy
• Pandas
• Matplotlib

Download and unzip this repo

Download this repo and unzip as your working directory.

Launch the app

streamlit run app.py