[2022-2023] Mineração de Dados
- PG50739: Rui Guilherme Bretão Rego dos Santos Monteiro
- PG50519: José João Cardoso Gonçalves
- Class Dataset
Modelos de Feature Selection:
- Variance Threshold
- SelectKBest: keep the K features with smallest values for the used metric
- f_classif: ANOVA
- f_regression: linear regression
- Decision Trees
- Guassian Naive Bayes (Text Classification using vectorizer to convert the sentences into a numerical matrix)
- Prism ruled based classifier
- Class TransactionDataset
- Class AprioriAlgorithm
- Association rules from frequent itemsets
- Class MLP
- Class DNN (Deep Neural Network)