Sökning: "Mathias kinnander"

Hittade 2 uppsatser innehållade orden Mathias kinnander.

1. 1. Predicting profitability of new customers using gradient boosting tree models : Evaluating the predictive capabilities of the XGBoost, LightGBM and CatBoost algorithms

   Master-uppsats, Högskolan i Skövde/Institutionen för informationsteknologi

   Författare :Mathias Kinnander; [2020]
   Nyckelord :Gradient tree boosting; XGBoost; LightGBM; CatBoost; prediction; profitability; online retail;

   Sammanfattning : In the context of providing credit online to customers in retail shops, the provider must perform risk assessments quickly and often based on scarce historical data. This can be achieved by automating the process with Machine Learning algorithms. LÄS MER

3. 2. A comparison between MongoDB & CouchDB on search performance : A comparative analysis

   Kandidat-uppsats, Högskolan i Skövde/Institutionen för informationsteknologi

   Författare :Mathias Kinnander; [2018]
   Nyckelord :NoSQL; MongoDB; CouchDB; search performance; data archives; NoSQL; MongoDB; CouchDB; sökprestanda; dataarkiv;

   Sammanfattning : When storing and handling Big Data sets a database management system (DBMS) can be implemented to administrate and query databases. The Swedish Internet is a big unstructured data set that contains all published Swedish Websites since the late 1990’s. NoSQL DBMSs such as MongoDB and CouchDB are particularly suited to store the Swedish Internet. LÄS MER