| Title |
Maitinimo įstaigų reitingo prognozavimo statistinių modelių tyrimas / |
| Translation of Title |
Study of restaurant ratings prediction using regression analysis. |
| Authors |
Šalkevičius, Justas |
| Full Text |
|
| Pages |
58 |
| Keywords [eng] |
neural networks ; linear regression ; star ratings |
| Abstract [eng] |
In master thesis a comparison between machine learning regression models are being made based on data provided by popular business review mobile application Yelp. Data model consist of business lists, ratings and their attributes. From this data only information about restaurants and provided services like outdoor seating, reservations, noise levels and etc. are used to train regression models. Later one model which manages to fit testing data most accurately is selected and implemented in smart system for restaurant ratings prediction. |
| Dissertation Institution |
Kauno technologijos universitetas. |
| Type |
Master thesis |
| Language |
Lithuanian |
| Publication date |
2015 |
