ML-Model-Predicting-Ship-Crew-Size

Machine Learning Model for Predicting a Ship's Crew Size using multiple predictors

We build a simple model using the cruise_ship_info.csv data set for predicting a ship's crew size.

This project is organised as follows:

(a) data pre-processing and variable selection

(b) basic regression model

(c) hyper-parameters tuning

(d) techniques for dimensionality reduction

Dataset: https://raw.githubusercontent.com/bot13956/ML_Model_for_Predicting_Ships_Crew_Size/master/cruise_ship_info.csv