Binary Classification for High Dimensional Data using Supervised Non-Parametric Ensemble Method.
Nandan KanvindeAbhishek GuptaRaunak JoshiPublished in: CoRR (2022)
Keyphrases
- ensemble methods
- high dimensional data
- binary classification
- prediction accuracy
- dimensionality reduction
- benchmark datasets
- machine learning methods
- high dimensional
- decision trees
- low dimensional
- nearest neighbor
- subspace clustering
- high dimensionality
- data sets
- data analysis
- data points
- base classifiers
- semi supervised
- learning algorithm
- supervised learning
- linear discriminant analysis
- unsupervised learning
- input space
- machine learning
- input data
- feature selection
- base learners
- data distribution
- principal component analysis