This repository contains the Project of Data-Science-Lab a.y. 2018/2019 regarding the prediction of the number of taxi at a time t+1 given the number of taxis until the time t.
The group was composed by:
- Giorgio Bini @GiorgioBini
- Lorenzo Famiglini @lorenzofamiglini
- Pranav Kasela @pkasela
Models Used for the Time-Series Prediction:
- Arima (in R)
- Random Forest
- Elastic Net
- Ridge
- Lasso
- Support Vector Regression
- knn
- LSTM