Validation Protocol
Cross-source consensus on Validation Protocol from 1 sources and 4 claims.
1 sources · 4 claims
Evidence quality
Highlighted claims
- All data-dependent transformations were fitted only on training data within each fold. — Evaluating the Limitations of Protein Sequence Representations for Parkinson's Disease Classification
- Baseline experiments used stratified 5-fold cross-validation. — Evaluating the Limitations of Protein Sequence Representations for Parkinson's Disease Classification
- Optimized experiments used nested stratified cross-validation with five outer folds and three inner folds. — Evaluating the Limitations of Protein Sequence Representations for Parkinson's Disease Classification
- Nested cross-validation reduces optimistic bias but does not remove the reliability limits caused by the small sample size. — Evaluating the Limitations of Protein Sequence Representations for Parkinson's Disease Classification