Bernoulli distribution
Bernoulli distribution: A probability model for a binary variable taking value one with probability p and zero with probability one minus p. Its mean is p and variance p(1−p). It underpins binary classification, logistic regression and binary cross-entropy. This perspective connects the definition with practical behaviour in artificial intelligence systems.
In italiano: Distribuzione di BernoulliLegge II · Probabilità, softmax e modelli generativiIts mean is p and variance p(1−p). It underpins binary classification, logistic regression and binary cross-entropy.