Dimensionality reduction and ensemble of LSTMs for antimicrobial resistance prediction.
Álvar Hernández-CarnereroMiquel Sànchez-MarrèInmaculada Mora-JiménezCristina Soguero-RuízSergio Martínez-AgüeroJoaquín Álvarez-RodríguezPublished in: Artif. Intell. Medicine (2023)
Keyphrases
- dimensionality reduction
- prediction accuracy
- neural network ensemble
- data representation
- feature selection
- ensemble methods
- ensemble classifier
- random projections
- prediction algorithm
- principal component analysis
- high dimensional data
- high dimensionality
- random forests
- feature extraction
- pattern recognition
- data points
- low dimensional
- prediction error
- structure preserving
- dimensionality reduction methods
- neural network
- learning algorithm
- random forest
- ensemble learning
- input space
- machine learning
- high dimensional
- training set
- feature space
- face recognition