Useful tips for everyday
What is event sequence data? Event sequence data record series of discrete events in the time order of occurrence. They are commonly observed in a…
Can you do VIF on categorical variables? VIF cannot be used on categorical data. Statistically speaking, it wouldn’t make sense. If you want to check…
What is nonlinear regression analysis? In statistics, nonlinear regression is a form of regression analysis in which observational data are modeled by a function which…
Is encoding needed for decision trees? No. The process of converting categorical data to numerical data is called categorical encoding. Some algorithms like decision trees,…
What type of graph is best for comparing numeric values? Bar graphs are used to compare facts. The bars provide a visual display for comparing…
When you increase the threshold What happens to precision what happens to recall? As you can see, If you increase the threshold value Precision increases…
What is the CLS token? [CLS] is a special classification token and the last hidden state of BERT corresponding to this token (h[CLS]) is used…
How do you analyze a job description? How to Analyze a Job Description to Boost Your Job Search Step 1: Look beyond the job title.…
What is vocab size in embedding layer? The Embedding layer is defined as the first hidden layer of a network. It must specify 3 arguments:…
How can you improve the performance of an object detection model? Improve the performance of your object detection model Image Augmentation. Pseudo labeling. Ensembling. Test…