Data Science, Statistics, Machine Learning.
etc. bandwidth: Scott, Kernel: Gaussian effect of bandwidth As large bandwidths, it overestimates the density at points with fewer data points around them thus over smoothening the curve. On the other hand, if the bandwidth is very small it produces spurious fluctuations and overfits to the data.