14 Nov Machine Learning Question
Problem:
A company wants to know more about their employees. This company has gotten a data set from their sister company about elements about people staying/leaving. Now that they've hired a data analyst, they want to see if we can accurately build a model that can predict who will stay or go.
Part 1:
Build a Logistic Regression model to predict, LeaveOrNot (leave is 1 and not is 0). Discuss the accuracy and fit of the model. Talk about which features were important from the model.
Part 2:
Build a Random Forest model to predict LeaveOrNot. Discuss the accuracy, fit, feature importance and some of the challenges that you had.
Part 3:
Build a Neural Network model to predict handwriting. Discuss the accuracy and some of the challenges that you had.
Part 4:
Using multiple benchmarking metrics (as covered in class) to compare and contrast both models. Summarize your findings and suggest a final model for the school to use. Focus on business interpretation, but your conclusion should reveal your reasoning on why/why not this model could be used based on benchmarking metrics.
Our website has a team of professional writers who can help you write any of your homework. They will write your papers from scratch. We also have a team of editors just to make sure all papers are of HIGH QUALITY & PLAGIARISM FREE. To make an Order you only need to click Ask A Question and we will direct you to our Order Page at WriteDemy. Then fill Our Order Form with all your assignment instructions. Select your deadline and pay for your paper. You will get it few hours before your set deadline.
Fill in all the assignment paper details that are required in the order form with the standard information being the page count, deadline, academic level and type of paper. It is advisable to have this information at hand so that you can quickly fill in the necessary information needed in the form for the essay writer to be immediately assigned to your writing project. Make payment for the custom essay order to enable us to assign a suitable writer to your order. Payments are made through Paypal on a secured billing page. Finally, sit back and relax.