map vs ndcg - SERP Analysis

https://www.shaped.ai/blog/evaluating-recommendation-systems-map-mmr-ndcg

https://www.evidentlyai.com/ranking-metrics/ndcg-metric

https://medium.com/swlh/rank-aware-recsys-evaluation-metrics-5191bba16832

https://weaviate.io/blog/retrieval-evaluation-metrics

https://www.youtube.com/watch?v=2XegvMul_mE

https://stats.stackexchange.com/questions/159657/metrics-for-evaluating-ranking-algorithms

https://towardsdatascience.com/ranking-evaluation-metrics-for-recommender-systems-263d0a66ef54/

https://web.stanford.edu/class/cs276/handouts/EvaluationNew-handout-1-per.pdf

https://stackoverflow.com/questions/63400523/xgboost-ranking-objectives-pairwise-vs-ndcg-map

https://www.youtube.com/watch?v=qm1In7NH8WE

https://www.pinecone.io/learn/offline-evaluation/

https://stats.stackexchange.com/questions/127041/mean-average-precision-vs-mean-reciprocal-rank

https://medium.com/practical-coding/a-quick-dive-into-search-system-metrics-8ec4d341b844

https://www.evidentlyai.com/ranking-metrics/evaluating-recommender-systems

https://www.reddit.com/r/RedditEng/comments/y6idrl/measuring_search_relevance_part_2_ndcg_deep_dive/

https://towardsdatascience.com/demystifying-ndcg-bee3be58cfe0/

https://stackoverflow.com/questions/24212843/difference-between-using-rmse-and-ndcg-to-evaluate-recommender-systems

https://vinija.ai/recsys/metrics/

https://fastml.com/evaluating-recommender-systems

https://www.researchgate.net/figure/MRR-Mean-Reciprocal-Rank-MAP-Mean-Average-Precision-and-NDCG-Normalized-Discounted_fig4_355296867

https://aman.ai/recsys/metrics/

https://twitter.com/wendykan/status/700154422731497472

https://www.youtube.com/watch?v=8y9bi2vIG4U

https://docs.marqo.ai/latest/reference/marqtune/evaluation/evaluation-metrics/

https://newsletter.theaiedge.io/p/deep-dive-all-the-ranking-metrics

https://www.researchgate.net/figure/NDCG1-10-for-original-surrogate-vs-NDCG-consistent-surrogate_fig4_220320280

https://www.reddit.com/r/learnmachinelearning/comments/zdavpq/help_understanding_the_ndcg_metric/

https://en.wikipedia.org/wiki/Evaluation_measures_(information_retrieval)

https://ir-measur.es/en/latest/measures.html

https://fidelity.github.io/jurity/about_reco.html

https://www.youtube.com/watch?v=xHhLOQ7Pnb4&pp=ygUPI25vcm1hbGl6ZWRnYWlu

https://scikit-learn.org/stable/modules/generated/sklearn.metrics.ndcg_score.html

https://softwaredoug.com/blog/2023/05/06/ndcg-is-overrated

https://ethen8181.github.io/machine-learning/recsys/2_implicit.html

https://opensourceconnections.com/blog/2019/12/09/demystifying-ndcg-and-err/

https://www.youtube.com/watch?v=BvRMAgx0mvA&pp=0gcJCf0Ao7VqN5tD

https://kgw7401.tistory.com/90

http://papers.neurips.cc/paper/3758-learning-to-rank-by-optimizing-ndcg-measure.pdf

https://www.linkedin.com/posts/tullie_evaluating-recommendation-systems-map-mmr-activity-7036742839120076800-t_tl

https://m.blog.naver.com/nilsine11202/221910414208

https://modulabs.co.kr/blog/information-retrieval-map-ndcg

https://blog.csdn.net/u011984148/article/details/107133086

https://cse.iitkgp.ac.in/~pawang/courses/IR18/lecture6.ppt

https://zenn.dev/hellorusk/articles/7e336fd3c6be20a8f8d1

https://xgboost.readthedocs.io/en/stable/parameter.html

https://www.youtube.com/watch?v=BD9TkvEsKwM

https://blog.csdn.net/anshuai_aw1/article/details/83117012

https://cran.r-project.org/web/packages/recometrics/recometrics.pdf

https://blog.stackademic.com/ndcg-vs-mrr-ranking-metrics-for-information-retrieval-in-rags-2061b04298a6

https://zhuanlan.zhihu.com/p/274563041

https://www.youtube.com/watch?v=pM6DJ0ZZee0

https://www.cs.unh.edu/~dietz/streameval/metric-comparison.pdf

https://scikit-learn.org/stable/modules/model_evaluation.html

https://dodonam.tistory.com/493

https://everywhere-data.tistory.com/entry/Recommand-%EC%B6%94%EC%B2%9C%EC%8B%9C%EC%8A%A4%ED%85%9C-%EC%84%B1%EB%8A%A5-%ED%8F%89%EA%B0%80-%EB%B0%A9%EB%B2%95-MAP-nDCG-MRR

https://milvus.io/ai-quick-reference/beyond-basic-recall-and-precision-which-other-metrics-such-as-ndcg-mrr-or-f1score-can-be-used-to-evaluate-vector-search-results-and-what-aspects-of-performance-does-each-capture

https://www.edge-ai-vision.com/2023/08/mean-average-precision-map-common-definition-myths-and-misconceptions/

https://rectools.readthedocs.io/en/stable/api/rectools.metrics.ranking.NDCG.html

https://randewoo.ru/brands

https://en.wikipedia.org/wiki/Discounted_cumulative_gain