Coder Social home page Coder Social logo

agomolka / kaggletitaniccompetition Goto Github PK

View Code? Open in Web Editor NEW
0.0 2.0 0.0 6.36 MB

Predict survival on the Titanic and get familiar with ML basics.

Home Page: https://www.kaggle.com/c/titanic

Jupyter Notebook 100.00%
survival-on-the-titanic basic-machine-learning basic-ml-project knn svm random-forest gridsearchcv cross-validation onehot-encoding jupiter-notebook kaggle-titanic kaggle-titanic-survival kaggle-dataset machine-learning first-project roc-auc-curve data-analysis data-analysis-python pytohn

kaggletitaniccompetition's Introduction

🛳 KaggleTitanicCompetition

Exploratory data analysis for the Titanic: Machine Learning from Disaster dataset from Kaggle.com

Full Analysis : Jupyter Notebook

This is the legendary Titanic ML competition – the first challenge for me to dive into Machine Learning. I used machine learning to create a model that predicts which passengers survived the Titanic disaster.

Python Packages:

  • numpy
  • pandas
  • pickle
  • seaborn
  • sklearn
  • statistics

Classification Models Used:

  • k-Nearest Neighbours
  • Random Forests
  • Support Vector Machine

ROC Curve of my models:

kaggletitaniccompetition's People

Contributors

agomolka avatar

Watchers

avatar avatar

Recommend Projects

  • React photo React

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

  • Vue.js photo Vue.js

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

  • Typescript photo Typescript

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

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo 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.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

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

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.