classify |
Performs the classification methodology using complex network and entropy theories |
createedges |
Creates an untargeted graph from a biological sequence |
creatingDataframe |
Creates a feature matrix using complex network topological measures |
curveofentropy |
Creates an entropy curve |
entropy |
Calculates the entropy |
filtering |
Filters the edges |
matrixmultiplication |
Compares the matrices |
maxentropy |
Calculates the maximum entropy |
preprocessing |
Rescales the results between values from 0 to 1 |
selectingEdges |
Selects the edges of the adjacency matrix |
training |
Trains the algorithm to select the edges that maximize the entropy |