article thumbnail

What is Isotonic Regression and How Can a Business Utilize it to Analyze Data?

ElegantJ BI

In order to get a comprehensive understanding of Isotonic Regression, let’s look at a sample analysis to determine a student’s chance of admission based upon various academic scores. How Can Isotonic Regression Be Helpful for Business Analysis? If we consider the use cases below, we can see the value of Isotonic Regression.

article thumbnail

What is Isotonic Regression and How Can a Business Utilize it to Analyze Data?

ElegantJ BI

In order to get a comprehensive understanding of Isotonic Regression, let’s look at a sample analysis to determine a student’s chance of admission based upon various academic scores. How Can Isotonic Regression Be Helpful for Business Analysis? Business Problem: Predicting diamond prices using basic measurement metrics.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

What is Isotonic Regression and How Can a Business Utilize it to Analyze Data?

ElegantJ BI

In order to get a comprehensive understanding of Isotonic Regression, let’s look at a sample analysis to determine a student’s chance of admission based upon various academic scores. How Can Isotonic Regression Be Helpful for Business Analysis? Business Use Case – Agriculture. Use Case – 1. Use Case – 2. About Smarten.

article thumbnail

What Is Random Forest Classification And How Can It Help Your Business?

ElegantJ BI

To further clarify the use of the Random Forest Classification model, let’s look at a sample customer churn analysis to predict the likelihood of customers to churn based upon important factors. How Can Random Forest Classification Be Helpful for Business Analysis? Business Use Case 1 Business Problem: Predict loan default.

article thumbnail

What Is Random Forest Classification And How Can It Help Your Business?

ElegantJ BI

To further clarify the use of the Random Forest Classification model, let’s look at a sample customer churn analysis to predict the likelihood of customers to churn based upon important factors. How Can Random Forest Classification Be Helpful for Business Analysis? Business Use Case 1. Business Use Case 2.

article thumbnail

What Is Random Forest Classification And How Can It Help Your Business?

ElegantJ BI

To further clarify the use of the Random Forest Classification model, let’s look at a sample customer churn analysis to predict the likelihood of customers to churn based upon important factors. How Can Random Forest Classification Be Helpful for Business Analysis? Business Use Case 1. Business Use Case 2.

article thumbnail

What is the Chi Square Test of Association and How Can it be Used for Analysis?

ElegantJ BI

Finance – An organization might use this technique to Identify if demographic factors influence banking channel/product/service preference or selection of a type of term plan of an insurance etc. How Can the Chi Square Test of Association Be Used for Business Analysis?