What is Resampling?
What is Resampling?

Resampling is any technique of generating a new sample from an existing dataset. There is a variety of methods for…

What is Regularization?
What is Regularization?

Regularization in the field of machine learning is a process of introducing additional information in order to solve an ill-posed…

What is Regression?
What is Regression?

Regression is a statistical measure used that attempts to determine the strength of the relationship between one dependent variable and…

What is Random Sampling?
What is Random Sampling?

Random sampling. In this technique, each member of the population has an equal chance of being selected as the subject.…

What is Random Forest?
What is Random Forest?

Random Forest or Random Decision Forest are an ensemble learning method for classification, regression, and other tasks, that operate by…

What is QQ plot?
What is QQ plot?

QQ plots – Quantile-Quantile plots are a graphical technique for determining if two data sets come from populations with a…

What is Q-learning?

Q-learning is a model-free reinforcement learning technique. Specifically, Q-learning can be used to find an optimal action selection policy for…

What is Pruning?

Pruning is a technique in machine learning that reduces the size of decision trees by removing sections of the tree…