Statistics > STUDY GUIDE > LOGISTIC REGRESSION AND LDA (All)

LOGISTIC REGRESSION AND LDA

Document Content and Description Below

LOGISTIC REGRESSION AND LDA PREPARED BY MURALIDHARAN N1 LOGISTIC REGRESSION AND LDA You are hired by a tour and travel agency which deals in selling holiday packages. You are provided details of... 872 employees of a company. Among these employees, some opted for the package and some didn't. You have to help the company in predicting whether an employee will opt for the package or not on the basis of the information given in the data set. Also, find out the important factors on the basis of which the company will focus on particular employees to sell their packages. Data Dictionary: Variable Name Description Holiday_Package Opted for Holiday Package yes/no? Salary Employee salary age Age in years edu Years of formal education no_young_children The number of young children (younger than 7 years) no_older_children Number of older children foreign foreigner Yes/No 2.1 Data Ingestion: Read the dataset. Do the descriptive statistics and do null value condition check, write an inference on it. Perform Univariate and Bivariate Analysis. Do exploratory data analysis. Loading all the necessary library for the model building. Now, reading the head and tail of the dataset to check whether data has been properly fed [Show More]

Last updated: 2 years ago

Preview 1 out of 27 pages

Buy Now

Instant download

We Accept: