tag:blogger.com,1999:blog-366915092682377379.post3378038453036930911..comments2024-03-29T00:19:21.586-07:00Comments on I am Learning: Micro- and Macro-average of Precision, Recall and F-ScoreRushdi Shamshttp://www.blogger.com/profile/01629234737321187924noreply@blogger.comBlogger504125tag:blogger.com,1999:blog-366915092682377379.post-91310276147897082472024-01-12T20:44:52.278-08:002024-01-12T20:44:52.278-08:00Nice post.Keep posting such information.Visit us: ...Nice post.Keep posting such information.Visit us: <a href="https://www.digitalaacharya.com/" rel="nofollow">Digital Marketing Training Institute</a> Digital Aachrayahttps://www.blogger.com/profile/08871552033628309829noreply@blogger.comtag:blogger.com,1999:blog-366915092682377379.post-42463063060835756662024-01-03T06:19:21.526-08:002024-01-03T06:19:21.526-08:00Your blog is a treasure trove of knowledge and ins...Your blog is a treasure trove of knowledge and inspiration!<br /><a href="https://iimskills.com/investment-banker-skills-and-responsibilities/" rel="nofollow"> Investment banking skills and responsibilities </a>Altar Runnerhttps://www.blogger.com/profile/15461250472741985335noreply@blogger.comtag:blogger.com,1999:blog-366915092682377379.post-79288537665483201912023-12-23T02:16:15.545-08:002023-12-23T02:16:15.545-08:00Nice informative blog! Investment banking trainin...Nice informative blog! <a href="https://iimskills.com/investment-banking-training-institutes-in-hyderabad/" rel="nofollow"> Investment banking training institutes in hyderabad </a>Manisha Dashhttps://www.blogger.com/profile/00608076655830911735noreply@blogger.comtag:blogger.com,1999:blog-366915092682377379.post-65636261674685539512023-12-22T23:55:29.342-08:002023-12-22T23:55:29.342-08:00Understanding when to use each method adds practic...Understanding when to use each method adds practical value to those navigating diverse datasets. Great job simplifying this intricate aspect of evaluation in information retrieval and classification! <a href="https://iimskills.com/investment-banking-training-institutes-in-hyderabad/" rel="nofollow"> Investment banking training institutes in hyderabad </a>Manisha Dashhttps://www.blogger.com/profile/00608076655830911735noreply@blogger.comtag:blogger.com,1999:blog-366915092682377379.post-46764490233157046422023-12-22T04:03:29.206-08:002023-12-22T04:03:29.206-08:00Hey there! The topic of micro- and macro-average o...Hey there! The topic of micro- and macro-average of precision, recall, and F-score is really important in the field of data analysis and machine learning. Understanding these concepts helps us evaluate the performance of classification models and assess their effectiveness. Micro-average considers the overall performance across all classes, while macro-average gives equal weight to each class. It's fascinating to see how these metrics provide insights into the model's accuracy and effectiveness. Thanks for sharing this informative article!<br /><a href="https://iimskills.com/data-analytics-courses-in-rohini/" rel="nofollow"> Data analytics courses in Rohini </a><br />aaravguptahttps://www.blogger.com/profile/11116794842402964017noreply@blogger.comtag:blogger.com,1999:blog-366915092682377379.post-22819757724056491922023-12-22T02:58:55.205-08:002023-12-22T02:58:55.205-08:00Hey! Lovely blog. Your blog contains all the detai...Hey! Lovely blog. Your blog contains all the details<a href="https://iimskills.com/investment-banking-courses-in-the-uk/" rel="nofollow"> Investment Banking courses in the UK </a><br />nandnihttps://www.blogger.com/profile/07307711728409869215noreply@blogger.comtag:blogger.com,1999:blog-366915092682377379.post-2583838131888139852023-12-22T02:42:59.737-08:002023-12-22T02:42:59.737-08:00Hey there! This article on micro- and macro-averag...Hey there! This article on micro- and macro-average of precision, recall, and F-score is really helpful. It's important to understand these metrics when evaluating the performance of classification models. Micro-average takes into account the overall performance, while macro-average provides a balanced view across different classes. Thanks for sharing this informative topic!<br /><a href="https://iimskills.com/data-analytics-courses-in-rohini/" rel="nofollow"> Data analytics courses in Rohini </a><br />aaravguptahttps://www.blogger.com/profile/11116794842402964017noreply@blogger.comtag:blogger.com,1999:blog-366915092682377379.post-73989092059138793462023-12-21T06:01:27.658-08:002023-12-21T06:01:27.658-08:00Thoroughly enjoyed your article on micro and macro...Thoroughly enjoyed your article on micro and macro average of precision. Thanks for sharing your knowledge!<br /><a href="https://iimskills.com/business-analytics-courses-in-india/" rel="nofollow"> Business analytics courses in India </a><br />Seemahttps://www.blogger.com/profile/15776626605039120496noreply@blogger.comtag:blogger.com,1999:blog-366915092682377379.post-56666786928099032602023-12-20T03:35:38.980-08:002023-12-20T03:35:38.980-08:00Amazing article with detailed and quality informat...Amazing article with detailed and quality information.<br /><br /><a href="https://iimskills.com/investment-banking-courses-in-the-uk/" rel="nofollow"> Investment Banking courses in the UK </a><br /><br />nandnihttps://www.blogger.com/profile/07307711728409869215noreply@blogger.comtag:blogger.com,1999:blog-366915092682377379.post-46402616305380966402023-12-20T01:10:47.493-08:002023-12-20T01:10:47.493-08:00Hey there! Just checked out your blog post on micr...Hey there! Just checked out your blog post on micro- and macro-averages of precision, recall, and F-score, and it's super helpful! I really appreciate how you explained the differences between micro- and macro-averaging and how they are used to evaluate performance in machine learning models. Your breakdown of precision, recall, and F-score in the context of these averaging techniques was really clear and easy to understand. It's great to have this knowledge to better assess the effectiveness of our models. Thanks for sharing your insights and helping us navigate the world of machine learning!<br /><a href="https://iimskills.com/data-analytics-courses-in-rohini/" rel="nofollow"> Data analytics courses in Rohini </a><br />aaravguptahttps://www.blogger.com/profile/11116794842402964017noreply@blogger.comtag:blogger.com,1999:blog-366915092682377379.post-1697629950201284102023-12-19T00:45:10.661-08:002023-12-19T00:45:10.661-08:00Thank you for sharing insights on micro and macro ...<br />Thank you for sharing insights on micro and macro average of precision. Your blog post is well-structured, informative, and greatly aids understanding. Appreciate your effort in sharing this valuable content.<br /><a href="https://iimskills.com/investment-banking-course-syllabus/" rel="nofollow"> Investment banking courses syllabus </a>Investment Banking Courses Syllabushttps://www.blogger.com/profile/12650696552219389981noreply@blogger.comtag:blogger.com,1999:blog-366915092682377379.post-89093243637397960152023-12-18T23:58:15.790-08:002023-12-18T23:58:15.790-08:00Your explanation about Micro- and Macro-average me...<br />Your explanation about Micro- and Macro-average methods for Precision, Recall, and F-Score calculation is clear. Micro-average suits variable dataset sizes, while Macro-average provides an overall system performance across various data sets. Great insights!<a href="https://iimskills.com/investment-banking-vs-transaction-services/" rel="nofollow"> Investment banking vs transaction services </a><br /><br /><br />Santoshhttps://www.blogger.com/profile/06718267077509797147noreply@blogger.comtag:blogger.com,1999:blog-366915092682377379.post-18798429769190106122023-12-18T23:32:39.564-08:002023-12-18T23:32:39.564-08:00I wanted to express my gratitude for sharing this ...I wanted to express my gratitude for sharing this informative and well-written post. Your writing style is impeccable, making the content both enjoyable and educational. Thanks a ton!<br /><a href="https://iimskills.com/investment-banking-course-syllabus/" rel="nofollow"> Investment banking courses syllabus </a>Investment Banking Courses Syllabushttps://www.blogger.com/profile/12650696552219389981noreply@blogger.comtag:blogger.com,1999:blog-366915092682377379.post-82567356761391220622023-12-17T06:36:22.233-08:002023-12-17T06:36:22.233-08:00Precision, recall, and F-score are crucial metrics...Precision, recall, and F-score are crucial metrics in evaluating the performance of classification models. The concept of micro- and macro-average provides a nuanced understanding of these metrics in different scenarios.<br /><a href="https://iimskills.com/free-investment-banking-courses/" rel="nofollow"> investment banking free course </a>Bhavyahttps://www.blogger.com/profile/03702502657975553366noreply@blogger.comtag:blogger.com,1999:blog-366915092682377379.post-59941032025693678072023-12-17T03:40:59.021-08:002023-12-17T03:40:59.021-08:00Thank you for providing excellent explanation on M...Thank you for providing excellent explanation on Micro- and Macro-average of Precision.<br /><a href="https://iimskills.com/investment-banking-training-programs/" rel="nofollow"> Investment banking training Programs </a> Investment bankinghttps://www.blogger.com/profile/09112468835476227234noreply@blogger.comtag:blogger.com,1999:blog-366915092682377379.post-89658582702074500302023-12-15T00:21:06.225-08:002023-12-15T00:21:06.225-08:00thanks for sharing such an informational blog post...thanks for sharing such an informational blog post<br /><a href="https://iimskills.com/investment-banking-courses-in-jabalpur/" rel="nofollow"> Investment banking courses in Jabalpur </a>Sayaniimskillsseohttps://www.blogger.com/profile/07400398420484231515noreply@blogger.comtag:blogger.com,1999:blog-366915092682377379.post-24251046706780145092023-12-13T00:04:45.302-08:002023-12-13T00:04:45.302-08:00really great work on the content, thanks for shari...really great work on the content, thanks for sharing<br /><a href="https://iimskills.com/investment-banking-courses-in-jabalpur/" rel="nofollow"> Investment banking courses in Jabalpur </a>Sayaniimskillsseohttps://www.blogger.com/profile/07400398420484231515noreply@blogger.comtag:blogger.com,1999:blog-366915092682377379.post-50777009249663129142023-12-10T21:40:25.047-08:002023-12-10T21:40:25.047-08:00"This blog brilliantly clarifies the nuances ...<br />"This blog brilliantly clarifies the nuances between micro- and macro-averages in precision, recall, and F-score within the realm of machine learning evaluation metrics. The detailed breakdown and examples illustrate the differences in computation and when each metric is most applicable. It's an invaluable resource for practitioners navigating classification models, providing clarity on how to interpret performance across multiple classes. A must-read for anyone seeking a deeper understanding of evaluation metrics' intricacies in machine learning."<br /><a href="https://iimskills.com/investment-banking-jobs-in-mumbai/" rel="nofollow"> Investment banking jobs in Mumbai </a>nawinhttps://www.blogger.com/profile/13262337812323973263noreply@blogger.comtag:blogger.com,1999:blog-366915092682377379.post-81432655437678794192023-12-10T00:59:20.171-08:002023-12-10T00:59:20.171-08:00"This blog is a meticulous exploration into t...<br />"This blog is a meticulous exploration into the nuanced world of precision, recall, and F-score metrics, unraveling the differences between micro and macro-averages. It's a valuable resource that navigates through the complexities of performance evaluation in machine learning models, offering clarity and actionable insights for data scientists aiming to fine-tune their model assessments."<br /><a href="https://iimskills.com/investment-banking-jobs-in-mumbai/" rel="nofollow"> Investment banking jobs in Mumbai </a>nawinhttps://www.blogger.com/profile/13262337812323973263noreply@blogger.comtag:blogger.com,1999:blog-366915092682377379.post-45843422615126679782023-12-10T00:17:09.073-08:002023-12-10T00:17:09.073-08:00Great technical article. I learned a lot from it. ...Great technical article. I learned a lot from it. Thanks and keep sharing. <br /><br /><a href="https://iimskills.com/investment-banking-courses-in-germany/" rel="nofollow"> Investment banking courses in Germany </a>Gogou Misaohttps://www.blogger.com/profile/16846996104860964058noreply@blogger.comtag:blogger.com,1999:blog-366915092682377379.post-52595574894673786462023-12-09T07:29:11.822-08:002023-12-09T07:29:11.822-08:00Thanks for helping me out.
investment banking cou...Thanks for helping me out.<br /><a href="https://iimskills.com/investment-banking-courses-in-canada/" rel="nofollow"> investment banking courses in Canada </a>Sdiveshhttps://www.blogger.com/profile/16740252797086286912noreply@blogger.comtag:blogger.com,1999:blog-366915092682377379.post-37334351392836884592023-12-08T07:35:42.819-08:002023-12-08T07:35:42.819-08:00Nice post
investment banking courses in CanadaNice post <br /><a href="https://iimskills.com/investment-banking-courses-in-canada/" rel="nofollow"> investment banking courses in Canada </a>Sdiveshhttps://www.blogger.com/profile/16740252797086286912noreply@blogger.comtag:blogger.com,1999:blog-366915092682377379.post-2945091238163029472023-12-05T01:15:37.252-08:002023-12-05T01:15:37.252-08:00Micro and macro-averages demystified! Precise brea...Micro and macro-averages demystified! Precise breakdown, insightful approach to statistics. Thanks!<br /><br /><a href="https://iimskills.com/how-digital-marketing-is-changing-business/" rel="nofollow"> How Digital marketing is changing business </a>How Digital marketing is changing businesshttps://www.blogger.com/profile/14921539204803305537noreply@blogger.comtag:blogger.com,1999:blog-366915092682377379.post-37147682947965055522023-12-04T22:39:09.464-08:002023-12-04T22:39:09.464-08:00Fascinating breakdown of micro- and macro-average ...Fascinating breakdown of micro- and macro-average methods! Cleared up confusion, and I appreciate the insights. Thanks.<br /><a href="https://iimskills.com/how-digital-marketing-is-changing-business/" rel="nofollow"> How Digital marketing is changing business </a>How Digital marketing is changing businesshttps://www.blogger.com/profile/14921539204803305537noreply@blogger.comtag:blogger.com,1999:blog-366915092682377379.post-60130699501845918072023-12-03T21:07:11.546-08:002023-12-03T21:07:11.546-08:00Thank you for sharing fantastic tutorial on how pr...Thank you for sharing fantastic tutorial on how precision and recall can be calculated.<br /><a href="https://iimskills.com/adwords-marketing/" rel="nofollow"> Adwords marketing </a>Adwordshttps://www.blogger.com/profile/10385687123454382806noreply@blogger.com