ETcVnFeatureScalingType
Offers feature scaling types
Syntax
Definition:
TYPE ETcVnFeatureScalingType :
(
TCVN_FST1_MAXABS := 0,
TCVN_FST1_MINMAX := 1,
TCVN_FST1_STANDARDIZATION := 2
)DINT;
END_TYPE
Values
|
Name |
Description |
|---|---|
|
TCVN_FST1_MAXABS |
Use the max of the absolute values of the feature vector. The normlized values are in the range [-1 to 1] or [0 to 1] if all the original values are positive. |
|
TCVN_FST1_MINMAX |
Use the min and max values of the feature vector. The normlized values are in the range [0 to 1] |
|
TCVN_FST1_STANDARDIZATION |
Use the mean and the standard deviation of the feature vector. The normalized vector has a mean value equal to zero and standard deviation equal to one |