Statements (28)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:mathematical_concept
|
| gptkbp:alsoKnownAs |
Sigmoid function
|
| gptkbp:continuity |
True
|
| gptkbp:domain |
Real numbers
|
| gptkbp:form |
f(x) = 1 / (1 + e^{-x})
|
| gptkbp:hasAsymptote |
y = 1
y = 0 |
| gptkbp:hasInflectionPoint |
x = 0
|
| gptkbp:hasSpecialCase |
Generalized logistic function
|
| https://www.w3.org/2000/01/rdf-schema#label |
Logistic function
|
| gptkbp:isDifferentiable |
True
|
| gptkbp:isMonotonic |
True
|
| gptkbp:isS-shaped |
True
|
| gptkbp:parameter |
e (Euler's number)
x (input variable) |
| gptkbp:range |
(0, 1)
|
| gptkbp:relatedTo |
Hyperbolic tangent function
Softmax function |
| gptkbp:solvedBy |
Logistic differential equation
|
| gptkbp:usedFor |
Activation function in neural networks
Binary classification |
| gptkbp:usedIn |
gptkb:Logistic_regression
Statistics Machine learning Neural networks Population growth modeling |
| gptkbp:bfsParent |
gptkb:Sigmoid
|
| gptkbp:bfsLayer |
6
|