- This is an example of using (simple) a classification tree model and boosting for a prediction task.
- I try to predict the gender of students !!!
- Quite difficult task -> accuracy quite low.
- The dataset is available online (check the references). If having trouble finding it contact me.
- You need the "datamining.bib" in your working directory to compile the Rmd file.
- the "datamining.bib" stores the references. If not familiar with Bibtex, just delete the "bibliography: datamining.bib" from the Rmd preamble (12th line) - it compiles without the citations and refs.
- you can always check the references from the pdf file.
- the Rmd takes about 2 min to compile for me (2,4 GHz Intel Core i5).
classification---data-mining's Introduction
classification---data-mining's People
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
๐ 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. ๐๐๐
-
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 โค๏ธ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.