TIDD: tool-independent and data-dependent machine learning for peptide identification.
Honglan LiSeungjin NaKyu-Baek HwangEunok PaekPublished in: BMC Bioinform. (2022)
Keyphrases
- data dependent
- machine learning
- mass spectrometry
- generalization bounds
- tandem mass spectrometry
- rademacher complexity
- reproducing kernel hilbert space
- risk bounds
- model selection
- machine learning algorithms
- feature selection
- learning algorithm
- amino acids
- statistical learning
- hash functions
- energy functional
- supervised learning
- knn
- data sets