Machine learning algorithm for feature space clustering of mixed data with missing information based on molecule similarity.
K. BalajiPublished in: J. Biomed. Informatics (2022)
Keyphrases
- mixed data
- missing information
- similarity function
- feature space
- learning algorithm
- incomplete information
- data sets
- dissimilarity measure
- similarity measure
- knn
- clustering algorithm
- mixture of gaussian distributions
- data compression
- kernel methods
- missing values
- missing data
- machine learning
- high dimensional
- data points
- training data
- distance function
- dimensionality reduction
- feature selection
- feature vectors
- k means
- active learning
- classification accuracy
- multiresolution
- kernel function
- feature set
- rough sets
- positive and negative
- mean shift
- low dimensional
- reinforcement learning