Comparative Study of Dimensionality Reduction Techniques and Machine Learning Algorithms for Alzheimer's Disease Classification and Prediction.
Abd Allah AouraghMohamed BahajNoreddine GherabiPublished in: ICECOCS (2022)
Keyphrases
- machine learning algorithms
- comparative study
- benchmark data sets
- dimensionality reduction
- machine learning
- learning algorithm
- decision trees
- machine learning methods
- predictive accuracy
- machine learning approaches
- prediction accuracy
- standard machine learning algorithms
- input features
- random forests
- learning problems
- machine learning systems
- learning tasks
- machine learning models
- high dimensionality
- multiclass classification
- classification algorithm
- prediction model
- high dimensional data
- transfer learning
- learning models
- low dimensional
- feature extraction
- support vector
- high dimensional
- supervised machine learning algorithms
- decision tree learners
- supervised learning algorithms
- knn
- text mining
- computer aided diagnosis
- ensemble methods