Assessing the Efficacy of Symbolic Regression for Scientific Data Classification and Regression.
Pradhumna GuruprasadShreyas NageshAditya N. SampathSalai Sanjay SJeyakumar GPublished in: ICCCNT (2023)
Keyphrases
- scientific data
- symbolic regression
- genetic programming
- regression problems
- support vector
- data management
- classification accuracy
- gene expression programming
- feature selection
- linear regression
- data collection
- scientific data sets
- model selection
- scientific information
- support vector machine
- feature vectors
- feature set
- data sets
- fuzzy logic
- multi class
- machine learning
- high energy physics
- massive amounts of data
- image classification
- classification algorithm
- cross validation
- evolutionary algorithm
- training set
- neural network