Jamaley Hussain

Evaluating the performance of a machine learning model is an important step in the model development process, as it allows…

Random forests are a powerful machine learning algorithm that can be used for both classification and regression tasks. They are…

Model evaluation is the process of assessing the performance of a model on a dataset. This is typically done by…

Machine learning is a type of artificial intelligence that allows computer programs to learn from data and improve their performance…

Dividing customers into groups based on similar functionality or customer segmentation is based on the problem of clustering which means…

Bag of Words A bag of words is a particular representation model used to simplify the contents of a selection…

Word segmentation  This is the act of taking a string of text and deriving word forms from it. Example: A…

In the field of statistics Occasionally we heard about categorical data, tests to validate the results, and different approaches to…

N-grams A combination of multiple words together is called N-Grams. N-grams (N > 1) are generally more informative as compared…

Tokenization It's the process of breaking down the text into sentences and phrases. The work entails breaking down a text…