Statements (22)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:algorithm
gptkb:model |
| gptkbp:assumes |
feature independence
features are binary |
| gptkbp:basedOn |
gptkb:Naive_Bayes
|
| gptkbp:category |
supervised learning
|
| https://www.w3.org/2000/01/rdf-schema#label |
Bernoulli Naive Bayes
|
| gptkbp:implementedIn |
gptkb:Weka
gptkb:scikit-learn |
| gptkbp:input |
binary feature vectors
|
| gptkbp:introducedIn |
statistical pattern recognition
|
| gptkbp:namedAfter |
gptkb:Jacob_Bernoulli
|
| gptkbp:output |
probability of class
|
| gptkbp:parameter |
alpha (smoothing parameter)
|
| gptkbp:relatedTo |
gptkb:Gaussian_Naive_Bayes
gptkb:Multinomial_Naive_Bayes |
| gptkbp:usedFor |
text classification
spam detection document classification |
| gptkbp:uses |
gptkb:Bernoulli_distribution
|
| gptkbp:bfsParent |
gptkb:Naive_Bayes
|
| gptkbp:bfsLayer |
7
|