The logistic regression model makes several assumptions about the data. This study describes the major assumptions and provides practical guide, in R, to check whether these assumptions hold true for your data, which is essential to build a good model.

Test Document

Ensemble Machine Learning in R

This file will help understand the use of some important functions for EDA using the DataExplorer package

Fitting the XGBoost algorithm to conduct a multiclass classification Evaluating Cross-Validation performance with out-of-fold observations Predicting from the full training model to the hold-out test dataset Visualizing the contribution to overall accuray of each variable

Performing Pricncipal Component Analysis & Factor Analysis and connecting the factors to do a regression

This is a Project in identifying the factors affecting the use of Cars as mode of transport on the given dataset. Also predict the mode of transport for given test set.

Build a model that best explains the employee’s decision to use cars as the main means of transport?