Hi Muhammad Karam Shehzad,

You can use this link as reference (https://stackoverflow.com/questions/57187941/how-to-calculate-cosine-similarity-between-two-frequency-vectors-in-matlab)

Best Regards

Dear Muhammad,

getCosineSimilarity function is used to calculate the COSINE SIMILARITY between two complex vectors using MATLAB.

You may refer to the following link

https://in.mathworks.com/matlabcentral/fileexchange/62978-getcosinesimilarity-x-y

The ‘x’ vector has values, x=[1,2,3] The ‘y’ vector has values, y=[1,5,3]

The formula for calculating the cosine similarity is : Cos(x, y) = x . y / ||x|| * ||y||

Try the code (below) in the MATLAB

x=[1,2,3]

y=[1,5,3]

pdist2(x,y,'cosine')

Sanjay Gaur , thank you for your answer. Your MATLAB code will return angle, i.e., theta. Complete code is given below.

x=[1,2,3];

y=[1,5,3];

theta=pdist2(x,y,'cosine');

COSINE SIMILARITY = cos(theta);

----

For example, if x=[1,2,3]; y=[1,2,3];

then,

theta= 0

COSINE SIMILARITY= 1

COSINE SIMILARITY = 1 means that two vectors are exactly same.