This article describes the analytical technique of random forest regression. What is Random Forest Regression? Random Forest Regression creates a set of Decision Trees from a randomly selected subset of the training set, and aggregates by averaging values from different decision trees to decide the final target … Continued
This article describes the analytical technique of gradient boosting regression. What is Gradient Boosting Regression? Gradient Boosting Regression is an analytical technique that is designed to explore the relationship between two or more variables (X, and Y). Its analytical output … Continued
Don’t Be Afraid of Self-Serve Data Preparation! It’s Easy. You Can Do It! Oh, the mysterious world of data preparation! It is daunting and confusing and…wait, no! It doesn’t have to be. If you aren’t employed as an IT professional, … Continued
We invite you to explore our latest knowledgebase articles and to join the Smarten user community on Smarten Support Portal. If you have not registered yet, Click Here to obtain your login credentials. Knowledgebase Articles Assisted Predictive … Continued
Small eCommerce Businesses Can Improve Results with Analytics! If you are a business owner with an eCommerce or online shopping site, you probably spend a lot of time trying to understand your business results. There are numerous surveys that address … Continued
One of the most valuable aspects of self-serve business intelligence is the opportunity it provides for data and analytical sharing among business users within the organization. When business users adopt true self-serve BI tools like Plug n’ Play Predictive Analysis, Smart Data … Continued
1. Outlier, an Outsider! Outliers, also referred to as anomaly, exception, irregularity, deviation, oddity, arise in data analysis when the data records differ dramatically from the other observations. In layman’s terms, an outlier can be interpreted as any value that … Continued
How Can I Make It Easier For Business Users To Perform Analytics? When a business wants to roll out advanced analytics to its business users, it must consider the average skill level and understanding of analytical techniques and ensure that … Continued
Not Just Any BI Tool! You Need Mobile BI for Every Device AND Great Performance! If you are considering a modern business intelligence solution, there is a real necessity to choose an option that provides mobile business intelligence access and … Continued
Create an Environment that is Suitable for Citizen Data Scientists! When a business user takes on the new role of Citizen Data Scientist, it is often with misgivings and concerns. If their business and management team have not adequately explained … Continued