Bayes
Conditional probability pioneer
Bayes refers to Thomas Bayes, an 18th-century English mathematician whose work on probability was published posthumously.
His name attaches to statistical methods that update probability estimates as new evidence arrives: Bayesian inference, Bayesian statistics, Bayes' theorem.
The approach contrasts with frequentist statistics, which interprets probability differently.
Bayesian methods have become central to machine learning and artificial intelligence.
Quantified chance of occurrence
- conditionalDependent on prerequisites
- posteriorRear or later
- priorExisting before another
- likelihoodChance something will occur
formula · inference · updating · evidence · hypothesis · inverse · calculation · rule
Repeated-sampling probability adherent
- posteriorRear or later
- priorExisting before another
- credibleWorthy of acceptance
- intervalDuration between two points
sampling · conjugate · hierarchical · probabilistic · updating · belief · subjective · objective
Finite problem-solving procedure
- classifierAssigns items to groups
- naiveInnocently unsuspecting
- networkInterconnected system
- filterPorous separation device
spam · machine · learning · probabilistic · programming · inference · engine · graphical
Masculine name meaning twin
- LaplaceFrench mathematical physicist's surname
- eighteenthOrdinal for eighteen
- centuryHundred-year span
- philosopherStudent of fundamental questions
minister · posthumous · essay · Society · binomial · succession · probability · pioneer
probability
Quantified chance of occurrence
- conditionalDependent on prerequisites
- posteriorRear or later
- priorExisting before another
likelihood · formula · inference · updating · evidence · hypothesis · inverse · calculation · rule · statistics
frequentist
Repeated-sampling probability adherent
interval · sampling · conjugate · hierarchical · probabilistic · updating · belief · subjective · objective · uninformative
algorithm
Finite problem-solving procedure
- classifierAssigns items to groups
- naiveInnocently unsuspecting
- networkInterconnected system
filter · spam · machine · learning · probabilistic · programming · inference · engine · graphical · model
Thomas
Masculine name meaning twin
- LaplaceFrench mathematical physicist's surname
- eighteenthOrdinal for eighteen
- centuryHundred-year span
philosopher · minister · posthumous · essay · Society · binomial · succession · probability · pioneer · Presbyterian
Bayesfrequentist
Repeated-sampling probability adherent
p-values · p-value · confidence intervals · confidence interval