{"id":"W349770100","doi":"","title":"The Optimality of Naive Bayes.","year":2004,"lang":"en","type":"article","venue":"","topic":"Bayesian Modeling and Causal Inference","field":"Computer Science","cited_by":1402,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Naive Bayes classifier; Machine learning; Bayesian programming; Bayes error rate; Artificial intelligence; Conditional independence; Bayes classifier; Bayes' theorem; Computer science; Classifier (UML); Mathematics; Bayes factor; Support vector machine; Bayesian probability","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01804341773806222,"score_gpt":0.2526500020834926,"score_spread":0.2346065843454304,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}