summit2016-RankingPredict

It is just an R example project for OVH Summit 2016. We have optimised an xgboost algorithm which can predict whether a site will end up in the top 10 sites ranked by Google for a certain search term. ( AUC 0.92 )

Important : all source code will be available after OVH Summit 2016

Installation

You just need Cran R and you can use RStudio like IDE

Howto's

Just follow each step

OR

You can run directly step8_xgboost.R with our dataset : dataset/dataset-cleaned.csv

Configuration

Just run predictRankings.Rproj

Get the sources

    git clone https://github.com/ovh/summit2016-RankingPredict.git
    cd summit2016-predictGRankings-examples

Related links

• Contribute: https://github.com/ovh/summit2016-RankingPredict
• Report bugs: https://github.com/ovh/summit2016-RankingPredict/issues
• Get latest version: v1.0.0

Thanks

• Vincent Terrasi : @vincentterrasi
• Remi Bacha : @Remibacha
• Sylvain Peyronnet
• Oliver Nicols
• Cedric : Ranxplorer : http://www.ranxplorer.com
• Jérôme : Visiblis : http://www.visiblis.com

License

See https://github.com/ovh/summit2016-RankingPredict/blob/master/LICENSE