The blue line might be an example of overfitting a linear function on account of random sound. Settling on a foul, overly complex concept gerrymandered to suit each of the previous teaching data is referred to as overfitting.It identifies clusters as dense regions while in the data Room separated by parts of reduced density. Compared with K-Suggest