{"id":"W6977186955","doi":"10.60692/w04d5-xe375","title":"Feature Selection for an Explainability Analysis in Detection of COVID-19 Active Cases from Facebook User-Based Online Surveys","year":2023,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Data-Driven Disease Surveillance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Feature selection; Boosting (machine learning); Gradient boosting; Random forest; Binary classification; Ranking (information retrieval); Receiver operating characteristic; Pattern recognition (psychology); Feature (linguistics); Binary number","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":{"n_in":0,"stratum":"about_only","weight":3321.24,"opus":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"Machine learning detection of COVID-19 cases from survey data."},"gpt":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"It develops a machine-learning model for detecting COVID-19 cases."},"grok":{"tier":"OUT","genre":"empirical","about_ca":false,"confidence":"high","reason":"ML detection of COVID-19 from survey data is applied epidemiology/AI, not metaresearch."}}}