article thumbnail

Understanding Hit Rate, MRR, and MMR Metrics

Analytics Vidhya

Introduction Imagine you’re at a bookstore looking for the perfect book. To measure how well these systems […] The post Understanding Hit Rate, MRR, and MMR Metrics appeared first on Analytics Vidhya. You want recommendations that are not only on your favorite genre but also varied enough to introduce you to new authors.

Metrics 318
article thumbnail

A Simple Guide to Metrics for Calculating String Similarity

Analytics Vidhya

ArticleVideo Book Introduction One of the applications of Natural Language Processing is auto-correction and spellings checks. The post A Simple Guide to Metrics for Calculating String Similarity appeared first on Analytics Vidhya. All of us have encountered this that if.

Metrics 317
Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Importance of Cross Validation: Are Evaluation Metrics enough?

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Model Building in Machine Learning is an important component of. The post Importance of Cross Validation: Are Evaluation Metrics enough? appeared first on Analytics Vidhya.

Metrics 305
article thumbnail

Evaluate Your Model – Metrics for Image Classification and Detection

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Deep learning techniques like image classification, segmentation, object detection are used. The post Evaluate Your Model – Metrics for Image Classification and Detection appeared first on Analytics Vidhya.

Metrics 283
article thumbnail

Top 14 Must-Read Data Science Books You Need On Your Desk

datapine

That being said, here, we explore 14 of the best data science books in the world today, highlighting the very features, topics, and insights that make each of these institutional data-centric bibles crucial for the success of your career and business. Exclusive Bonus Content: The top books on data science summarized!

article thumbnail

Metrics to Evaluate your Classification Model to take the right decisions

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Evaluation Metrics for Classification Problem Image source ?[link] The post Metrics to Evaluate your Classification Model to take the right decisions appeared first on Analytics Vidhya. link] Abstract The most.

Metrics 271
article thumbnail

The Top 20 Data Visualization Books That Should Be On Your Bookshelf

datapine

Previously, we discussed the top 19 big data books you need to read, followed by our rundown of the world’s top business intelligence books as well as our list of the best SQL books for beginners and intermediates. That’s a colossal number of books on visualization. .” – Hans Rosling, Swedish statistician.