DIFFERENCE B/W STANDARDIZATION AND NORMALIZATION:
Nov 3, 2021
Standardization:
*Standardization is one of the type of feature scaling.
*It is also called as Z-score Normalization.
*Standardization is basically helps you to scale down features based on “standard normal distribution” that means your output should be end with these values
Where mean=1
And standard deviation =0
- FORMULA: xi dash =(xi -mean)/standard deviation.
NORMALIZATION:
*Normalization is also one of the type of feature scaling .
*It is called ‘MinMaxScalar.
*Normalization is helps you to scale down your features b/w o to 1
*FORMULA: xidash=(xi-x(min))/x(max)-x(min)
