vnormalize

Brief Information

Normalize the input vector


vnormalize ix:=Col(1) method:=range;
vnormalize ix:=Col(1) method:=specify val:=10;
vnormalize ix:=Col(1) method:=means ox:=<new>;

Display Name	Variable Name	I/O and Type	Default Value	Description
Input	ix	Input vector	<active>	Specify the input vector data.
Total Data Info	datainfo	Input TreeNode	<unassigned>	This is for displaying the data infomation in the dialog.
Normalize Methods	method	Input int	range	Specify the method used to normalize the data. Option list Specify:Divided by a specified value Divide the vector by a value specified by the val variable. Range:Normalize to [0, 1] Normalize data to the range [0, 1]. SND:Transfer to N(0, 1) Transform to standard normal distribution. Max:Divided by Max Divide the vector by the maximum value. Min:Divided by Min Divide the vector by the minimum value. Mean:Divided by Mean Divide the vector by the mean. Median:Divided by Median Divide the vector by the median. SD:Divided by SD Divide the vector by the standard deviation. Norm:Divided by Norm Divide the vector by the Norm. Mode:Divided by Mode Divide the vector by the mode. Here, mode is the element that appears most often in the vector. sum:Divided by Sum Divide the vector by the sum.
User Defined Value	val	Input double	1.0	This variable is available only when method is set to specify. It specifies the value used to divide the input vector.
Output	ox	Output vector	<input>	Specify the output for the normalized vector.

This function performs normalization to a vector.

To normalize the second column by dividing the mean, and output result to a new column, type the following in the Command Window:

vnormalize ix:=Col(4) method:=Mean ox:=<new>;

Suppose V is the input vector, and $α$ is a user defined value, the normalized vector, can be computated as follows:

Divided by a specific value

normalize to [0, 1]:

Transfer to N(0, 1):

Divided by Max:

Divided by Min:

Divided by Mean:

Divided by Median:

Divided by Standard Derivation:

Divided by Norm:

Divided by Mode (the element that appears most often in the input vector):

Divided by Sum: