Smoking Status Classification: A Comparative Analysis of Machine Learning Techniques with Clinical Real World Data.
Amila KugicAkhila AbdulnazarAnto KnezovicStefan SchulzMarkus KreuzthalerPublished in: AIME (1) (2024)
Keyphrases
- data sets
- synthetic data
- database
- real world
- data collection
- data structure
- machine learning
- original data
- raw data
- data processing
- data analysis
- training data
- data mining
- classification accuracy
- statistical analysis
- feature extraction
- image classification
- feature selection
- statistical methods
- classification method
- classification algorithm
- decision trees
- support vector machine svm
- training samples
- case study
- support vector
- data mining techniques
- supervised learning
- multi class
- image data
- knowledge discovery
- feature vectors
- high dimensional
- feature space
- pattern recognition