practice-logistic-regression-on-breast-cancer-prediction's Introduction

Practice-Logistic-Regression-on-Breast-Cancer-Prediction

This is my first classification practice model. I have used Logistic Regression on Breast Cancer Prediction dataset from Kaggle.com.

Source of dataset: https://www.kaggle.com/merishnasuwal/breast-cancer-prediction-dataset

Insights

All the attributes are significant as they had p-value less than 0.05
Mean_Radius is higly significant
Accuracy of model is 91.2% which means data is more specific
Area Under Curve is 98% which is highly satisfactory

Recommend Projects

React

A declarative, efficient, and flexible JavaScript library for building user interfaces.

Vue.js

🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

Typescript

TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

TensorFlow

An Open Source Machine Learning Framework for Everyone

Django

The Web framework for perfectionists with deadlines.

Laravel

A PHP framework for web artisans

D3

Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

javascript

JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

web

Some thing interesting about web. New door for the world.

server

A server is a program made to process requests and deliver data to clients.

Machine learning

Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

Visualization

Some thing interesting about visualization, use data art

Game

Some thing interesting about game, make everyone happy.

Recommend Org

Facebook

We are working to build community through open source technology. NB: members must have two-factor auth.

Microsoft

Open source projects and samples from Microsoft.

Google

Google ❤️ Open Source for everyone.

Alibaba

Alibaba Open Source for everyone

D3

Data-Driven Documents codes.

Tencent

China tencent open source team.

vimesh92 / practice-logistic-regression-on-breast-cancer-prediction Goto Github PK