Useful tips for everyday
Does Scaling improve performance? All Answers (5) Feature scaling usually helps, but it is not guaranteed to improve performance. If you use distance-based methods like…
How do you deal with missing date values? There are at least two ways: drop the entire row or column; impute the missing values based…
What are tokens in NLP? Tokens are the building blocks of Natural Language. Tokenization is a way of separating a piece of text into smaller…
Which is a hyperparameter in machine learning? In machine learning, a hyperparameter is a parameter whose value is used to control the learning process. By…
What is normalize in Lasso? In Lasso, if you set normalize=True, every column will be divided by its L2 norm (i.e., sd*sqrt(n)) before fitting a…
What is multidimensional time series? A Multivariate time series has more than one time-dependent variable. Each variable depends not only on its past values but…
How do I import a text file into RStudio? Importing data from Text and CSV files Import from the file system or a url. Change…
What is transductive transfer learning? The transductive transfer learning exploits the labeled training set and unlabeled test set for training the model to infer the…
What is test train split? The train-test split is a technique for evaluating the performance of a machine learning algorithm. It can be used for…
What is a camera pose? Camera pose is referred to the position and orientation of a camera with respect to a reference coordinate system, which…