Feature selection on educational data using Boruta algorithm.
Neeyati AnandRiya SehgalSanchit AnandAjay KaushikPublished in: Int. J. Comput. Intell. Stud. (2021)
Keyphrases
- feature selection
- noisy data
- input data
- preprocessing
- learning algorithm
- information loss
- cost function
- k means
- irrelevant features
- data reduction
- training data
- selecting relevant features
- optimization algorithm
- knowledge discovery
- data analysis
- selection algorithm
- spectral clustering
- original data
- data distribution
- high dimensional data
- incomplete data
- data sets
- segmentation algorithm
- labeled data
- model selection
- data collection
- database
- machine learning
- genetic algorithm
- feature extraction
- np hard
- matching algorithm
- probability distribution
- missing values
- classification algorithm
- evolutionary algorithm
- optimal solution
- data quality
- similarity measure
- simulated annealing
- e learning
- feature selection algorithms
- text classification
- particle swarm optimization
- expectation maximization