| KOS | Function which generates feature weights, discriminant vector, and class predictions. |
| KOS_Data | A list consisting of Training and Test data along with corresponding class labels. |
| LDA | Linear Discriminant Analysis (LDA) |
| LDA_Data | A list consisting of Training and Test data along with corresponding class labels. |
| QDA | Quadratic Discriminant Analysis (QDA) |
| QDA_Data | A list consisting of Training and Test data along with corresponding class labels. |
| SelectParams | Generates parameters. |