💡 Words with a Similar Meaning to "Loss function"
Found via reverse dictionary — words that share a conceptual meaning.
| Word | Definition |
|---|---|
| logistic functionnoun | (mathematics) A function, the result of the division of two exponential functions, that gives rise to the logistic curve. |
| logistic | (operations) Relating to logistics. |
| minimaxnoun | (decision theory, game theory) A decision rule used for minimizing the maximum possible loss, or maximizing the minimum gain. |
| utility functionnoun | (game theory) A mathematical function that assigns a real number to every element of the outcome space in a way that captures the agent's preferences over both simple and compound lotteries. |
| penalty functionnoun | (mathematics) Any function that applies constraints to a maximum or minimum problem |
| error functionnoun | (mathematics, statistics, probability theory) A sigmoid function giving the probability that a measurement, under the influence of normally distributed errors with standard deviation, is within a certain distance from the mean value. |
| objective functionnoun | (mathematics) A function to be maximized or minimized in optimization theory. |
| maximinnoun | (decision theory, game theory) A rule to identify the worst outcome of each possible option to find one's best (maximum payoff) play. |
| minmaxnoun | Alternative form of minimax. [(decision theory, game theory) A decision rule used for minimizing the maximum possible loss, or maximizing the minimum gain.] |
| logitnoun | (mathematics) the inverse of the "sigmoid" or "logistic" function used in mathematics, especially in statistics. The logit of a number p between 0 and 1 is given by the formula: |
| left inversenoun | (mathematics) A related function that, given the output of the original function, returns the input that produced that output. |
| loglikelihoodnoun | (statistics) The likelihood of a model fitting a data set according to a logarithmic formula. |
| minimizationnoun | The act of lowering something to its smallest value or extent. |
| local minimumnoun | (mathematics) A point on a graph (or its associated function) whose value is less than all other points near it. |
| positive linear functionalnoun | (mathematical analysis) A kind of linear functional which yields a non-negative scalar when given a non-negative function as parameter. |
| sigmoid functionnoun | (mathematical analysis, statistics) Any of various real functions whose graph resembles an elongated letter "S"; specifically, the logistic function y=(eˣ)/(eˣ+1)=1/(1+e⁻ˣ). |
| negative | Not positive or neutral; bad; undesirable; unfavourable. |
| miniminnoun | (economics, computer science, decision theory) A strategy or algorithm that seeks to minimize the minimum possible result. |
| laplaciannoun | (mathematics) The Laplace operator. |
| softmaxnoun | (mathematics, statistics) A generalization of the logistic function that "squashes" a K-dimensional vector mathbf z of arbitrary real values to a K-dimensional vector σ( mathbf z) of real values in the range (0, 1). |
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