MinMaxNormalization Interface
public interface MinMaxNormalization
Module Procedures
private subroutine MinMaxNormalizationFloat(gridIn, gridOut, min, max)
performs a linear transformation on the original data values.
Suppose that minX and maxX are the minimum and maximum of feature X.
We would like to map interval [minX, maxX] into a new interval
[new_minX, new_maxX]. Consequently, every value v from the original
interval will be mapped into value new_v following formula:
Arguments
| Type | Intent | Optional | Attributes | Name | ||
|---|---|---|---|---|---|---|
| type(grid_real), | intent(in) | :: | gridIn | |||
| type(grid_real), | intent(inout) | :: | gridOut | |||
| real(kind=float), | intent(in), | optional | :: | min | ||
| real(kind=float), | intent(in), | optional | :: | max |