Optimization of Classification Results on Gene Expression Datasets Using Dimensionality Reduction.
Yichen SunFanyu ZhangPublished in: CAIBDA (2022)
Keyphrases
- dimensionality reduction
- gene expression datasets
- feature extraction
- gene expression profiles
- high dimensionality
- classification accuracy
- feature vectors
- microarray
- pattern recognition
- gene expression data
- unsupervised learning
- low dimensional
- feature selection
- gene expression analysis
- cancer classification
- gene expression
- text classification
- training set
- feature space
- decision trees
- feature set
- benchmark datasets
- class labels
- principal component analysis
- support vector machine
- support vector
- training data
- machine learning