Sabtu, 29 April 2023

Data Set (Distance (minkowsky))

In this post, I will give an example of calculating distances using Minkowski distance.
I have 2 pieces of data.
This data consists of X data and Y data.
Data X consists of = 5, 3, 1, 0, 1
Data Y consists of = 1, 0, 3, 4, 2
r = 4


We will calculate the data using the minkowski distance.
The formula we will use is :


For Minkowski's calculations, there is a power that is r, which has a value of 1/r
To perform the following calculations :


The explanation is :


  • 7 = is the first number of data X
  • 1 = is the first number of data Y
  • So the formula is X's first data minus Y's first data and so on

So the next calculation is like this :


The explanation is:
  • 1/r is the power to which the last calculation will be performed
  • r here is worth 4 (can be any value)
So, the distance between the two data using the Minkowski distance is 0.5

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