Statements (23)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:organization
|
| gptkbp:alsoKnownAs |
generalized Bernoulli distribution
|
| gptkbp:application |
classification problems
|
| gptkbp:definedIn |
finite set of categories
|
| gptkbp:entropy |
-Σ p_i log p_i
|
| gptkbp:generalizes |
gptkb:Bernoulli_distribution
|
| gptkbp:hasSpecialCase |
multinomial distribution
|
| https://www.w3.org/2000/01/rdf-schema#label |
Categorical distribution
|
| gptkbp:meaning |
probability vector
|
| gptkbp:parameter |
k-1
probability vector |
| gptkbp:probabilityMassFunction |
P(X=i) = p_i
|
| gptkbp:relatedTo |
softmax function
one-hot encoding cross-entropy loss |
| gptkbp:sumOfProbabilities |
1
|
| gptkbp:supports |
set of k categories
|
| gptkbp:usedIn |
gptkb:machine_learning
natural language processing statistics |
| gptkbp:variant |
p_i(1-p_i)
|
| gptkbp:bfsParent |
gptkb:Multinomial_distribution
|
| gptkbp:bfsLayer |
7
|