A Performance-Driven Benchmark for Feature Selection in Tabular Deep Learning.
Valeriia CherepanovaRoman LevinGowthami SomepalliJonas GeipingC. Bayan BrussAndrew Gordon WilsonTom GoldsteinMicah GoldblumPublished in: NeurIPS (2023)
Keyphrases
- deep learning
- feature selection
- unsupervised learning
- machine learning
- mental models
- unsupervised feature learning
- deep architectures
- feature set
- feature space
- model selection
- text classification
- feature extraction
- restricted boltzmann machine
- supervised learning
- multi class
- object recognition
- support vector
- information retrieval
- data mining
- co occurrence
- data sets
- support vector machine