💡 Words with a Similar Meaning to "Softmax"
Found via reverse dictionary — words that share a conceptual meaning.
| Word | Definition |
|---|---|
| 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). |
| sigmoidnoun | (mathematics) Ellipsis of sigmoid function. [(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).] |
| logistic | (operations) Relating to logistics. |
| 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: |
| logistic functionnoun | (mathematics) A function, the result of the division of two exponential functions, that gives rise to the logistic curve. |
| platt scalingnoun | (machine learning) A technique for transforming the outputs of a classification model into a probability distribution over classes, based on a logistic regression model. |
| slack variablenoun | (mathematics) In an optimization problem, a variable added to an inequality constraint to transform it into an equality. |
| hypersimplexnoun | (mathematics) A kind of convex polytope that generalizes the simplex, defined as the convex hull of a d-dimensional vector whose coefficients consist of k ones and d−k zeros. |
| posinomialnoun | Alternative form of posynomial. [(mathematics) A function of the form f(x_1,x_2,…,x_n)=∑ₖ₌₁ᴷc_kx_1^(a_1k)⋯x_n^(a_nk), where all the coordinates x_i and coefficients c_k are positive real numbers, and the exponents a_ik are real numbers.] |
| sparsistencynoun | (statistics) Let mathbf b be a vector and define the support operatorname supp( mathbf b)=i: mathbf bᵢ≠0 where mathbf bᵢ is the ith element of mathbf b. Let ̂mathbf b be an estimator for mathbf b. Then sparsistency is the property that the support of the estimator converges to the true support as the number of samples grows to infinity. |
| signumnoun | A sign, mark, or symbol. |
| linear functionalnoun | (mathematics) A linear mapping from a vector space to its field of scalars. |
| sigmanoun | (mathematics) The symbol Σ, used to indicate summation of a set or series. |
| regularizationnoun | (mathematics, computer science, finance) a process that simplifies results, often used to obtain results for ill-posed problems or to prevent overfitting. |
| signum functionnoun | (mathematics) The function that determines the sign of a real number, yielding −1 if negative, +1 if positive, or otherwise zero. |
| loss functionnoun | (mathematics) A function which expresses numerically the loss produced by a decision or other event. |
| functional | Useful; serving a purpose, fulfilling a function. |
| sigma additivitynoun | (mathematical analysis) Alternative form of σ-additivity. [(mathematical analysis) countable additivity] |
| scalar functionnoun | (mathematics) Any function whose domain is a vector space and whose value is its scalar field |
| slutsky's theoremnoun | (mathematics) A theorem in probability theory that extends some properties of algebraic operations on convergent sequences of real numbers to sequences of random variables. |
📝 Common Phrases with "Softmax"
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