Table 1 Algorithms used in analysis
From: Analysis of near infrared spectra for age-grading of wild populations of Anopheles gambiae
Algorithm | Used for regression or classification? | Outlier detection? | Variable selection? |
|---|---|---|---|
Partial Least Squares (PLS) | Both | No | No |
interval PLS (iPLS) | Regression | No | Yes |
ensemble PLS with feature selection (enPLS) | Regression | Yes | Yes |
Model Adaptive Space Shrinkage - PLS (MASS) | Regression | Yes | Yes |
Variable Combination Population Analysis (VCPA) | Regression | No | Yes |
Support Vector Machine-Linear Kernel (svmLinear) | Both | No | No |
Oblique Random Forest - Ridge (ORF) | Classification | No | No |