|
command | range of values | default value | description |
|
OutputFile | filename | - | filename to save the output of JACVANN |
|
DataSetFile | path to .cds file | - | path to the .cds file containing trainings data set |
|
Topo | x,y,z[,y...] | - | topology of the network. integers seperated by decimal point |
|
OutputLayerOutputFunction | 'outputLinear', 'outputSigmoid', 'outputHybridMag' or 'outputHybridSquareDiff' | 'outputLinear' | optional: output function of output layer |
|
InputEncoding | 'noEncoding', 'polarEncoding' or 'complexNullEncoding' | 'noEncoding' | optional: encoding of input vector |
|
InitRange | [x,y] | [-0.3,0.3] | optional: range of floating point numbers seperated by decimal point |
|
InitType | 'initRN' or 'initNW' | 'initRN' | optional: initialization method: initRN (random initialization), initNW (initialization by Nguyen and Widrow) |
|
TrainAlgo | 'BackProp' or 'RProp' | - | training function |
|
LearningRate | 0.0 - 1.0 | 0.1 | optional: learning rate |
|
EtaN | 0.0 - 2.0 | 0.5 | optional: reducing factor RProp |
|
EtaP | 0.0 - 2.0 | 1.2 | optional: amplification factor RProp |
|
DeltaMin | 0.0 - 1.0 | 1.0E-6 | optional: minimal modification RProp |
|
DeltaMax | 1.0 - 1.7E+308 | 50 | optional: maximalb modification RProp |
|
TrainType | 'TrainTestRun' or 'CrossValidation' | 'TrainTestRun' | type of run: simple training run of cross validation |
|
TestDataAmount | 0.0 - 1.0 | 0.25 | optional: use only if TrainType = 'TrainTestRun' |
|
CrossValidationParts | 1 - 'amount of data' | 4 | optional: use only if TrainType = 'CrossValidation' |
|
ErrorFunction | 'RMSD', 'MSE', 'ThreshSR', 'ThreshSSU' or 'ThreshSD' | 'RMSD' | error function to use |
|
Threshold | 0.0 - 1.7E+308 | 0.5 |
if errorfunction equals 'Thres' the threshold is set here |
|
Epochs | > 0 | 50000 | optional: number of epochs to train |
|
BadRuns | >= 0 | 1000 | optional: maximum number of bad runs |
|
ErrorGoal | >= 0.0 | 1.0E-4 |
optional: error to reach |
|
SaveNet | 'true' or 'false' | 'false' | save best network of a run to a file |
|
NetFile | path/filename | 'netFile.cvn' | necessary, if SaveNet = 'true'. Should change after every run so that old data will not get lost |
|
Print | at will | - | optional: writes the text to console window and, if set, to the output file |
|
Train | - | - | trains the network with given parameters |
|
End | - | - | ends the programm |
