mrr in machine learning - SERP Analysis

https://www.evidentlyai.com/ranking-metrics/mean-reciprocal-rank-mrr

https://www.marqo.ai/blog/what-is-mrr-in-machine-learning

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

https://machinelearning.wtf/terms/mean-reciprocal-rank-mrr/

https://www.analyticsvidhya.com/blog/2024/07/hit-rate-mrr-and-mmr-metrics/

https://spotintelligence.com/2024/08/02/mean-reciprocal-rank-mrr/

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

https://stackoverflow.com/questions/64547267/how-to-evaluate-mean-reciprocal-rankmrr-is-a-good-model

https://galileo.ai/blog/mrr-metric-ai-evaluation

https://milvus.io/ai-quick-reference/what-is-mean-reciprocal-rank-mrr-in-the-context-of-retrieval-evaluation-and-how-can-it-be-applied-to-gauge-how-well-a-rag-systems-retriever-finds-relevant-documents

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

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

https://milvus.io/ai-quick-reference/what-is-mean-reciprocal-rank-mrr

http://www.gabormelli.com/RKB/Mean_Reciprocal_Rank_(MRR)_Measure

https://cthoyt.com/2021/04/19/pythagorean-mean-ranks.html

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

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

https://ieeexplore.ieee.org/document/9315140/

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

https://arxiv.org/abs/2104.07511

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

https://www.researchgate.net/figure/Mean-Reciprocal-Rank-MRR-and-Accuracy-of-different-models_fig1_344191988

https://dasarpai.com/dsblog/machine-learning-metrics/

https://www.nature.com/articles/s41598-025-92602-8

https://towardsdatascience.com/comprehensive-guide-to-ranking-evaluation-metrics-7d10382c1025/

https://dl.acm.org/doi/10.1145/3532213.3532216

https://www.researchgate.net/publication/316357752_A_deep_learning-based_approach_to_material_removal_rate_prediction_in_polishing

https://sowmya-s-sundaram.medium.com/ranking-metrics-f5e382b7b451?source=user_profile---------11----------------------------

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

https://www.sciencedirect.com/science/article/pii/S0007850617300136

https://www.shedge.com/metrics/mrr/

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

https://www.sae.org/publications/technical-papers/content/2024-01-5253/

https://mariofilho.com/mean-reciprocal-rank-mrr-em-machine-learning/

https://zilliz.com/ai-faq/what-is-mean-reciprocal-rank-mrr

https://preprints.opticaopen.org/articles/preprint/Prediction_of_Material_Removal_Rate_in_Bonnet_Polishing_Using_Bayesian_Optimization_Deep_Neural_Network/26838997

https://docs.arize.com/arize/machine-learning/machine-learning/use-cases-ml/ranking

https://lightning.ai/docs/torchmetrics/stable//retrieval/mrr.html

https://neptune.ai/blog/recommender-systems-metrics

https://www.dbs.ifi.lmu.de/~tresp/papers/2203.07544.pdf

https://eudoxuspress.com/index.php/pub/article/view/1991

https://www.mdpi.com/2571-5577/5/6/107

https://pubs.aip.org/aip/adv/article/14/9/095225/3314008/Predictive-modeling-of-MRR-TWR-and-SR-in-spark-EDM

https://icml.cc/Conferences/2010/papers/504.pdf

https://www.sciencedirect.com/science/article/pii/S0022169425002392

https://iopscience.iop.org/article/10.1088/2631-8695/ada68c

https://ui.adsabs.harvard.edu/abs/arXiv:2104.07511

https://pmc.ncbi.nlm.nih.gov/articles/PMC10181745/

https://www.cambridge.org/core/journals/ai-edam/article/stacking-ensemble-learning-based-material-removal-rate-prediction-model-for-cmp-process-of-semiconductor-wafer/2439B449528D4626EB9682183FCCC5F3

https://ideas.repec.org/a/spr/joinma/v35y2024i1d10.1007_s10845-022-02040-w.html

https://research.nu.edu.kz/en/publications/photonic-micro-ring-resonator-design-and-analysis-using-machine-l

https://link.springer.com/article/10.1007/s12008-024-02061-0

https://ouci.dntb.gov.ua/en/works/7pgnPrj9/

https://www.linkedin.com/posts/learn-mlworks_recommendersystem-mrr-informationretrieval-activity-7253103909957771265-NE6R

https://learningloop.io/glossary/monthly-recurring-revenue-mrr

https://stats.stackexchange.com/questions/122266/how-to-compare-two-ranking-algorithms

https://xgboost.readthedocs.io/en/latest/tutorials/learning_to_rank.html

https://www.mdpi.com/2076-3417/12/22/11478

https://mikestott.me/1000-mrr-idea-for-aipowered-sales-prediction-software/

https://blog.devgenius.io/mrr-the-northstar-kpi-to-measure-your-websites-search-performance-5e91fa846877

https://www.geeksforgeeks.org/evaluation-metrics-for-retrieval-augmented-generation-rag-systems/

https://serpstat.com/blog/search-quality-metrics-what-they-mean-and-how-they-work/

https://afsmi.es/wp-content/uploads/2019/06/building-the-organization-of-the-future-leveraging-ai-and-machine-learning_afsmi_.pdf

https://pubmed.ncbi.nlm.nih.gov/40268983/

https://aws.amazon.com/blogs/machine-learning/how-veritone-uses-amazon-bedrock-amazon-rekognition-amazon-transcribe-and-information-retrieval-to-update-their-video-search-pipeline/

https://mrrjournal.in/abstract/59

https://proceedings.mlr.press/v124/sasaki20a.html

https://docs.shaped.ai/docs/metrics/mrr/

https://www.researchsquare.com/article/rs-4264339/latest.pdf

https://onlinelibrary.wiley.com/doi/10.1155/2022/9735862

https://blog.getlatka.com/why-motiva-ai-at-150k-in-mrr-is-doubling-year-over-year/

https://graph-learning-benchmarks.github.io/assets/papers/glb2022/A_Unified_Framework_for_Rank_based_Evaluation_Metrics_for_Link_Prediction_in_Knowledge_Graphs.pdf

https://journals.sagepub.com/doi/full/10.1177/09544062231208302

https://blog.paperspace.com/ml-evaluation-metrics-part-2/

https://github.com/tensorflow/ranking

https://devblog.pytorchlightning.ai/torchmetrics-v0-3-0-information-retrieval-metrics-and-more-c55265e9b94f

https://www.deepset.ai/blog/rag-evaluation-retrieval

https://www.taylorfrancis.com/chapters/edit/10.1201/9781003370628-29/prediction-mrr-edm-process-using-ann-model-rohit-paliwal-sanchit-dhasmana-rishabh-singhal-sandeep-kumar-singh-navriti-gupta

https://www.emerald.com/insight/content/doi/10.1108/mrr-07-2023-0526/full/html

http://jmacheng.not.pl/Keyword-MRR/38431

https://challengedata.ens.fr/challenges/164

https://dl.acm.org/doi/10.1145/3605145

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

https://repository.kaust.edu.sa/bitstreams/dc512978-5cee-49fb-91f3-9e98703d99ec/download

https://arize.com/blog-course/monitoring-collaborative-filtering-recsys/

https://research.google.com/pubs/archive/46485.pdf

https://trendspider.com/learning-center/recurring-revenue-metrics-mrr-arr-turn-over/

https://microsaasidea.substack.com/p/micro-saas-products-using-ai-ml-part-2

https://censius.ai/blogs/metrics-in-model-monitoring

https://mmlspark.blob.core.windows.net/docs/1.0.0-rc1/pyspark/_modules/mmlspark/recommendation/RankingEvaluator.html

https://scholars.cityu.edu.hk/en/publications/material-removal-rate-prediction-with-force-signals-and-machine-learning-in-magnetically-driven-internal-finishing(abd4fe02-8f78-4ece-a447-6baeb544f9a1).html

https://www.nature.com/articles/s41377-025-01846-6

https://arxiv.org/pdf/2012.01254

https://www2.deloitte.com/content/dam/Deloitte/us/Documents/us-ai-for-mrr.pdf

https://docs.llamaindex.ai/en/stable/module_guides/evaluating/

https://orbit.dtu.dk/files/374849696/1301711.pdf

https://mikestott.me/1000-mrr-idea-for-ai-driven-market-analysis-tool/

https://mrrjournal.in/abstract/20

https://www.scribd.com/document/391857833/MRR-with-ANN-docx