TGSPOWERBI

  In this blog, we will discuss about commonly used classification metrics. We will be covering  Accuracy Score ,  Confusion Matrix ,  Precision ,  Recall ,  F-Score ,  ROC-AUC  and will then learn how to extend them to the  multi-class classification . We will also discuss in which scenarios, which metric will be most suitable to use. First let’s understand some important terms used throughout the blog- True Positive (TP):  When you predict an observation belongs to a class and it actually does belong to that class. True Negative (TN):  When you predict an observation does not belong to a class and it actually does not belong to that class. False Positive (FP) : When you predict an observation belongs to a class and it actually does not belong to that class. False Negative(FN):  When you predict an observation does not belong to a class and it actually does belong to that class. All classification metrics work on these four te...

  Introduction In this article, we will see what are the list of commonly used commands in  Git . These are the commands which are really useful while working on any project. Hope this will be useful.  1) To initialize GitHub Repository in your local machine project folder: git init Git Copy 2) To get the status of files: git status Git Copy 3) To configure Username and Password: git config –global user.name “FirstName LastName” git config –global user.email “email@email.com” Git Copy 4) To clone the repository to your local machine: git clone ssh://john@example.com/path/to/my-project.git  Git Copy Note: Here URL is GitHub Repository URL 5) To add a single file to GitHub: git add file-name Git Copy 6) To add all the modified file to GitHub: git add . git add -A Git Copy 7) To commit the changes to GitHub: git commit -m “commit-message” Git Copy 8) Get the latest code from the main branch: git pull Git Copy 9) To pull the latest code from a particular branch: git pull...