GitHub - itsmohitkumar/NYC-Taxi-Trip-Duration: Performed the Exploratory Data Analysis and multiple model building on the data set of NYC taxi trip kaggle challenge. PFA dataset file. Dataset link : https://lnkd.in/dhGnDKB4 In this project, the following are the tasks completed. 1. Choose the most suitable evaluation metric and state why you chose it. 2. Build a benchmark model for the given dataset. 3. Build a K-Nearest neighbours’ model for the given dataset and find the best value of K. 4. Build a Linear model for the given dataset with regularisation. Attempt to interpret the variable coefficients of the Linear Model. 5. Build a Decision tree model from the given dataset. Attempt to interpret the variable importance. 6 . Plot the following Bar plots: a. Train score of all the above models. b. Test (not validation!) score of all the above models c. Attempt to explain the observations from the plots (optional).

itsmohitkumar / NYC-Taxi-Trip-Duration Public

Notifications You must be signed in to change notification settings
Fork 0
Star 0

Performed the Exploratory Data Analysis and multiple model building on the data set of NYC taxi trip kaggle challenge. PFA dataset file. Dataset link : https://lnkd.in/dhGnDKB4 In this project, the following are the tasks completed. 1. Choose the most suitable evaluation metric and state why you chose it. 2. Build a benchmark model for the given…