What is the formula of logistic regression?
The formula of logistic regression is a mathematical equation used to model the relationship between a binary dependent variable and one or more independent variables.
The formula is: log(odds) = β0 + ...read more
"e" is the base of the natural logarithm, approximately equal to 2.7.
"z" is the linear combination of the independent variables, each multiplied by their respective regression coefficients.
In logistic regression, the formula calculates the probability of an event occurring based on the values of independent variables. The logistic regression equation is typically represented as follows:...read more
The formula for logistic regression is called sigmoid function,
h(x) = 1/(1+e^(-x))
h(x) is the probability of having getting classification as 1 or "Yes"
x is the vectorized version of the independent v...read more
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