diff --git a/README.md b/README.md index 5bc05ac..80c95f2 100644 --- a/README.md +++ b/README.md @@ -3,6 +3,7 @@ * K Means Clustering is used here to perform this task. --- ### What is K Means Clustering ? +Kmeans algorithm is an iterative algorithm that tries to partition the dataset into Kpre-defined distinct non-overlapping subgroups (clusters) where each data point belongs to only one group. * This algorithm basically follow 4 steps. 1. It first randomly intialize centres. 2. It computes the distance of each point from each center and associates the point to that center from which its Eucledian distance is minimum. (```Euclidean Distance between two points ((x,y),(a,b)) is given as = √(x - a)² + (y - b)²```)