Table 1. Use rates of different machine learning algorithms in a sampling of bioinformatics papers, as presented by Isroy et al.75.
Algorithm | Percentage (2010) |
Percentage (2011) |
Percentage (2010–2011) |
---|---|---|---|
Decision Tree (DT) | 26 | 24 | 26 |
Support Vector Machine (SVM) | 51 | 69 | 57 |
Rule Based Learning | 4 | 3 | 4 |
Artificial Neural Network (ANN) | 10 | 17 | 13 |
Naive Bayes (NB) | 16 | 14 | 15 |
k-Nearest Neighbor (KNN) | 15 | 17 | 15 |