Data Dimension Reduction makes ML Algorithms efficient.
Wisal KhanMuhammad TurabWaqas AhmadSyed Hasnat AhmadKelash KumarBin LuoPublished in: CoRR (2022)
Keyphrases
- dimension reduction
- high dimensional data
- data sets
- data mining algorithms
- data mining and machine learning
- data analysis
- original data
- database
- data points
- image data
- training data
- data mining techniques
- input data
- maximum likelihood
- feature selection
- computer vision
- high dimensional problems
- manifold learning
- noisy data
- dimensionality reduction
- supervised learning
- least squares
- nearest neighbor
- preprocessing