Statements (75)
| Predicate | Object |
|---|---|
| gptkbp:instance_of |
gptkb:Artificial_Intelligence
|
| gptkbp:bfsLayer |
4
|
| gptkbp:bfsParent |
gptkb:Scikit-learn
|
| gptkbp:applies_to |
sentiment analysis
spam detection text classification |
| gptkbp:based_on |
Bayes' theorem
conditional probability |
| gptkbp:can_be_extended_by |
Naive Bayes networks
|
| gptkbp:controls |
multi-class classification
|
| gptkbp:has_impact_on |
independence of features
|
| gptkbp:has_variants |
gptkb:Bernoulli_Naive_Bayes
gptkb:Gaussian_Naive_Bayes gptkb:Multinomial_Naive_Bayes |
| https://www.w3.org/2000/01/rdf-schema#label |
Naive Bayes
|
| gptkbp:input_output |
probabilities
|
| gptkbp:is_effective_against |
large datasets
|
| gptkbp:is_implemented_in |
gptkb:theorem
|
| gptkbp:is_popular_in |
gptkb:software_framework
|
| gptkbp:is_used_for |
gptkb:computer
|
| gptkbp:is_used_in |
gptkb:sports_team
gptkb:municipality environmental monitoring financial forecasting quality control risk assessment bioinformatics network intrusion detection language detection topic modeling customer segmentation credit scoring image classification real-time predictions recommendation systems sales forecasting social network analysis medical diagnosis healthcare analytics text mining anomaly detection market segmentation customer feedback analysis ad targeting text summarization event detection social media analysis user profiling behavioral targeting brand sentiment analysis lead scoring financial risk modeling energy consumption forecasting market basket analysis transportation analytics telecommunications analysis urban planning analysis document categorization news categorization customer churn prediction service quality assessment user behavior prediction customer satisfaction analysis customer loyalty prediction e-mail filtering employee performance evaluation job recommendation systems product classification web page classification |
| gptkbp:requires |
training data
feature independence |
| gptkbp:security_features |
overfitting
|
| gptkbp:speed |
other classifiers
|
| gptkbp:suitable_for |
correlated features
|
| gptkbp:type_of |
probabilistic classifier
|