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- Base_rate abstract "In probability and statistics, base rate generally refers to the (base) class probabilities unconditioned on featural evidence, frequently also known as prior probabilities. In plainer words, if it were the case that 1% of the public were \"medical professionals\", and 99% of the public were not \"medical professionals\", then the base rate of medical professionals is simply 1%.In the sciences, including medicine, the base rate is critical for comparison. It may at first seem impressive that 1000 people beat their winter cold while using 'Treatment X', until we look at the entire 'Treatment X' population and find that the base rate of success is actually only 1/100 (i.e. 100,000 people tried the treatment, but the other 99,000 people never really beat their winter cold). The treatment's effectiveness is clearer when such base rate information (i.e. \"1000 people... out of how many?\") is available. Note that controls may likewise offer further information for comparison; maybe the control groups, who were using no treatment at all, had their own base rate success of 5/100. Controls thus indicate that 'Treatment X' actually makes things worse, despite that initial proud claim about 1000 people.The normative method for integrating base rates (prior probabilities) and featural evidence (likelihoods) is given by Bayes' rule.".
- Base_rate wikiPageID "9732182".
- Base_rate wikiPageLength "3421".
- Base_rate wikiPageOutDegree "18".
- Base_rate wikiPageRevisionID "690349969".
- Base_rate wikiPageWikiLink Base_rate_fallacy.
- Base_rate wikiPageWikiLink Bayes_theorem.
- Base_rate wikiPageWikiLink Category:Bayesian_statistics.
- Base_rate wikiPageWikiLink Category:Epidemiology.
- Base_rate wikiPageWikiLink Category:Machine_learning.
- Base_rate wikiPageWikiLink Category:Psychometrics.
- Base_rate wikiPageWikiLink Keith_Devlin.
- Base_rate wikiPageWikiLink Likelihood_function.
- Base_rate wikiPageWikiLink Medicine.
- Base_rate wikiPageWikiLink Prior_probability.
- Base_rate wikiPageWikiLink Probability.
- Base_rate wikiPageWikiLink Reliability_(statistics).
- Base_rate wikiPageWikiLink Science.
- Base_rate wikiPageWikiLink Statistics.
- Base_rate wikiPageWikiLink Stethoscope.
- Base_rate wikiPageWikiLink Treatment_and_control_groups.
- Base_rate wikiPageWikiLinkText "Base rate".
- Base_rate wikiPageWikiLinkText "base rate".
- Base_rate wikiPageUsesTemplate Template:About.
- Base_rate wikiPageUsesTemplate Template:Main.
- Base_rate wikiPageUsesTemplate Template:Reflist.
- Base_rate subject Category:Bayesian_statistics.
- Base_rate subject Category:Epidemiology.
- Base_rate subject Category:Machine_learning.
- Base_rate subject Category:Psychometrics.
- Base_rate type Type.
- Base_rate type Biostatistic.
- Base_rate type Field.
- Base_rate type Psychometric.
- Base_rate type Science.
- Base_rate type Title.
- Base_rate type Type.
- Base_rate comment "In probability and statistics, base rate generally refers to the (base) class probabilities unconditioned on featural evidence, frequently also known as prior probabilities. In plainer words, if it were the case that 1% of the public were \"medical professionals\", and 99% of the public were not \"medical professionals\", then the base rate of medical professionals is simply 1%.In the sciences, including medicine, the base rate is critical for comparison.".
- Base_rate label "Base rate".
- Base_rate sameAs Q4866405.
- Base_rate sameAs m.02pqj1j.
- Base_rate sameAs Базовий_відсоток.
- Base_rate sameAs Q4866405.
- Base_rate wasDerivedFrom Base_rate?oldid=690349969.
- Base_rate isPrimaryTopicOf Base_rate.