Feature selection based multivariate time series forecasting: An application to antibiotic resistance outbreaks prediction.
Fernando JiménezJosé T. PalmaGracia SánchezDavid MarínFrancisco Palacios OrtegaM. D. Lucía LópezPublished in: Artif. Intell. Medicine (2020)
Keyphrases
- feature selection
- prediction accuracy
- escherichia coli
- text categorization
- artificial neural networks
- prediction error
- small sample
- machine learning
- prediction model
- text classification
- dimension reduction
- high dimensionality
- models built
- feature weighting
- public health
- data sets
- mutual information
- support vector machine
- knn
- microarray data
- regression model
- feature subset
- feature set
- dimensionality reduction
- ensemble classifier
- prediction algorithm
- irrelevant features
- high dimensional
- feature space
- method for feature selection