Скачать с ютуб What is a Confusion Matrix | TP, TN, FP, FN | Type 1 & 2 Error | Easily explained | Machine Learning в хорошем качестве

What is a Confusion Matrix | TP, TN, FP, FN | Type 1 & 2 Error | Easily explained | Machine Learning

In this tutorial, we'll look at the confusion matrix. First we'll look at why the need for such a matrix arises in the first place, and how we can dissect performance of a classifier by using a confusion matrix. Then we'll look at the four basic terminologies, viz. True Positives, True Negatives, False Positives and False Negatives and what do they really mean. Finally we'll look at Type 1 and Type 2 errors. I've uploaded all the relevant code and datasets used here (and all other tutorials for that matter) on my github page which is accessible here: Link: https://github.com/rachittoshniwal/ma... If you like my content, please do not forget to upvote this video and subscribe to my channel. If you have any qualms regarding any of the content here, please feel free to comment below and I'll be happy to assist you in whatever capacity possible. Thank you!