MLEllä

MLEllä is a Finnish word that translates to "with MLE" or "using MLE". It is often encountered in the context of machine learning, where MLE stands for Maximum Likelihood Estimation. Maximum Likelihood Estimation is a method for estimating the parameters of a statistical model. It is used to find the parameter values that maximize the likelihood function, which represents the probability of observing the given data given a particular set of parameter values.

In practical terms, when someone refers to achieving something "MLEllä" in a machine learning context, they are implying that the task or result was accomplished by employing the Maximum Likelihood Estimation technique to train or optimize a model. This could involve fitting a probability distribution to data, finding the best parameters for a classification algorithm, or any other scenario where parameter estimation is crucial and MLE is the chosen method. The term highlights the specific statistical approach taken.