# MSE vs MAE

MSE stands for mean squared error, MAE stands for mean absolute error. These are commonly used measurement of model prediction. MSE has several advantages over MAE, but also some disadvantages.

17 July 2019

MSE stands for mean squared error, MAE stands for mean absolute error. These are commonly used measurement of model prediction. MSE has several advantages over MAE, but also some disadvantages.

25 May 2019

In mathematics, the Hessian matrix or Hessian is a square matrix of second-order partial derivatives of a scalar-valued function, or scalar field. Hessian Matrices are often used in optimization problems within Newton-Raphson's method.

24 May 2019

Linear Dependence of VectorsA set of vectors is linearly independent if no vector in the set is (a) a scalar multiple of another vector in the set or (b) a linear combination of other vectors in the set;

23 May 2019

Matrix factorization is a class of algorithms used for recommender systems in machine learning. Matrix factorization algorithms work by decomposing dimensionality. Commonly known matrix factorization algorithms are SVD and PCA.

11 May 2019

Having math equations in a report can be painful. Here are some LaTeX commands often used in scientific reports. I will try to keep this post updated.The LaTeX rendering on this website is done by an open-source