项目作者: kazimanil

项目描述 :
Kaggle Titanic Challenge
高级语言: R
项目地址: git://github.com/kazimanil/titanic.git
创建时间: 2017-11-29T12:20:26Z
项目社区:https://github.com/kazimanil/titanic

开源协议:

下载


Titanic Repo

  • This page aims to publish my codes on Titanic Challenge on Kaggle.
  • A mirror of this page will be published on Kaggle as well. It will be on R Markdown format and links will be published soon.
  • I have used Classification Tree, k-Nearest-Neighbors, Logistic Regression and Naive Bayes techniques to find out who has survived from Titanic disaster while employing validation techniques such as n-Fold cross-validation, stepwise regression or pruning.
  • My success rates were as follows:
    • Ctree: 0.77033
    • kNN : 0.53110
    • Logistic Regression : 0.76555
    • Naive Bayes: 0.74162