Comparative Analysis of the Machine Learning Dimensionality Reduction Methods on the Example of Fetal Health Determination.
Oleksii KhlystunKseniia BazilevychPublished in: ProfIT AI (2023)
Keyphrases
- comparative analysis
- machine learning
- dimensionality reduction methods
- dimensionality reduction
- discriminant analysis
- principal component analysis
- discriminant projection
- ultrasound images
- knn
- data sets
- semi quantitative
- pattern recognition
- nonlinear dimensionality reduction
- principal components analysis
- learning algorithm
- preprocessing step
- supervised learning
- information extraction
- support vector machine
- feature selection
- knowledge discovery
- neural network
- random projections
- decision trees
- distance measure
- feature set
- high dimensional
- unsupervised learning
- signal processing
- text mining