Evaluation of Phenotype Classification Methods for Obesity Using Direct to Consumer Genetic Data.
Casimiro Aday Curbelo MontañezPaul FergusAbir HussainDhiya Al-JumeilyMehmet Tevfik DorakRosni AbdullahPublished in: ICIC (2) (2017)
Keyphrases
- machine learning methods
- statistical methods
- data mining methods
- feature extraction
- data sets
- data mining techniques
- preprocessing
- data reduction
- database
- classification method
- training data
- bayesian methods
- data sources
- knowledge discovery
- high dimensional data
- benchmark datasets
- classification systems
- feature subset
- feature vectors
- classification accuracy
- missing values
- machine learning
- image classification
- dimensionality reduction methods
- classification algorithm
- machine learning algorithms
- text classification
- support vector machine
- high dimensional
- training set
- feature space
- data analysis
- data streams
- learning algorithm
- genetic algorithm