Machine Learning, Deep Learning, Algorithms, Loss Function, Optimization.
from their true value, a point estimate of a parameter θis represented by θˆ. Let {x(1) , x(2) ,..x(m)} be m independent and identically distributed data points.Then a point estimator is any function of the data: This definition of a point estimator is very general and allows the designer of an