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Institute of Landscape Systems Analysis

The modeling toolbox of SAMT

SAMT has included a modeling toolbox:

  1. Cluster algorithm and Kohonen network
  2. SAMT-Fuzzy
  3. DESIRE
  4. SAMT-NN
  5. Gen_NN2 or Gen_NN3
  6. Export to R
  7. Interface SAMT/DESIRE

Gen_NN2 or Gen_NN3

Gen_NN2 and Gen_NN3 are used to generate training sets from maps. Gen_NN2 uses two input maps and Gen_NN3 three. SAMT selects randomly from the inputs and the highlighted output map a training set containing about 2000 data sets. SAMT-NN can open this sets and build a model using neural network technology.

Export to R

The export to R function is an easy interface to the statistic package R (http://www.r-project.org). It works like Gen_NNx excluding it uses a hdf filesystem to generate the data. That allows the usage of more than three inputs.