Question: Some data mining algorithms require that variables are standardized (sometimes called normalized) to zero mean and standard deviation of 1.0. What is the reason for

Some data mining algorithms require that variables are standardized (sometimes called normalized) to zero mean and standard deviation of 1.0. What is the reason for this? Group of answer choices Standardization results in smaller numbers which in turn makes computer programs run more quickly. Standardization reduces the correlations among predictor variables. Standardization is useful when it is important that variables with large values do not dominate measures being used

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer
Step: 1 Unlock blur-text-image
Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock
Step: 3 Unlock

Students Have Also Explored These Related Mathematics Questions!