//Read me file

/*Configuration*/
In brackets you see the default value

epochs = the number of epochs for SOM to run [100] 
slow = training speed [0=slow training] 1 = fast training
dist = distance [0-euclidian],1-sosd,2-taxicab,3-angle
norm = normalize input data [0-none],1-minmax,2-zscore,3-softmax,4-energy
repetitions = number of repetitions per class for training [1]
stream
inport = the port to listen to, if used  [8080]
outport = the port to send to, if used  [8080]
ip


/*SOM Save*/
Saves 4 files
[somname]_1.som  = results from voting scheme: best node of vector
[somname]_2.som  = results from direct scheme best vector for a node
[somname]_map = 2D distance matrix
[somname]_1_dist_map = distance map
[somname]_somnodes_codebook.som  = results of coordinates - bmu

/*Markov Save*/
Saves 7 files x Number of classes i in mm_results folder
lev_gmedian_class_i          = set median based on levenshtein
lev_meandist_class_i         = levenshtein mean distance
lev_trans_vector_class_i     = levenshtein transition vector
mm_dir_matrix_class_i        = resulting matrices for direction
mm_firstangle_vector_class_i = first state vector for directions
mm_firststate_vector_class_i = first state vector for transitions
mm_trans_matrix_class_i.som  = resulting matrices for transitions



