The blue line could be an example of overfitting a linear function on account of random sounds. Selecting a bad, extremely elaborate concept gerrymandered to fit each of the earlier teaching data is called overfitting.It identifies clusters as dense regions while in the data Place separated by areas of decrease density. Compared with K-Suggests or