Skip to content
  • Home
  • About Me
  • Travel and Paint

Debugging myself

Amy Ma's data-related life

Tag: Algorithm

A Comparison of Supervised Learning Algorithm (Part II)

AsideFebruary 15, 2016March 22, 2016 yujingma45Leave a comment

For those 4 classification problems, we also did the same processes as we mentioned in part I. Instead of going over the details, we would only show the model selection result of the four classification problems as following: Table 1. Model Selection Results by Data Sets   Wdbc Ionosphere Hypothyroid Gradient Boosting(n.trees, depth, n.minobsinnode) 500,9,10 […]

A Comparison of Supervised Learning Algorithm(Part I)

AsideFebruary 15, 2016March 22, 2016 yujingma451 Comment

Which supervised learning algorithm is the best? For people who just start their machine learning journey, this question always comes to their mind. To answer this question,we used 4 different types of data sets (One for regression problem, and the other 4 for binary classification problem) to test 6 supervised learning algorithms: SVMs (linear and […]

Social

  • View amy-yujing-ma-b1861890’s profile on LinkedIn
  • View yujingma45’s profile on GitHub

Contact Info

yujing.ma45@gmail.com

Recent Posts

  • How to organize your code – something about project structure
  • Predicting Stock Returns with sentiment analysis and LSTM
  • An introduction to dplyr and ggplot2: Most popular drink brand in the party
  • Reading plans
  • How Airbnb is in NYC? – Interactive Data Visualization in R

Categories

  • Bayesian network
  • Business Issues
  • Cluster Analysis
  • Daily life
  • Data Mining
  • Data Visualization
  • Google Charts
  • gradient boosting
  • K-means
  • Machine learning
  • Pattern recognition
  • Python
  • R
  • Shiny App
  • Supervised Learning
  • Uncategorized
  • Unsupervised Learning
  • Web Scraping

Tags

Airbnb Algorithm Bayesian network biclustering Business clustering Data Cleaning Data scientists Data Visualization Glassdoor Heatmap K-means Machine learning NYC Pattern recognition Project structure Python Reading Note Regression trees Salary Shiny Supervised Learning Unsupervised Learning Web Scraping Workflow
Create a free website or blog at WordPress.com.
Back to top
Privacy & Cookies: This site uses cookies. By continuing to use this website, you agree to their use.
To find out more, including how to control cookies, see here: Cookie Policy
  • Follow Following
    • Debugging myself
    • Already have a WordPress.com account? Log in now.
    • Debugging myself
    • Customize
    • Follow Following
    • Sign up
    • Log in
    • Report this content
    • View site in Reader
    • Manage subscriptions
    • Collapse this bar
 

Loading Comments...