Train

[geraldstanje]

Hello,

i dont want to read the training set from the file! i tried to manually train it using ann.Train, but the MSE does not go below 0.25. any idea why?
const numLayers = 3
const desiredError = 0.00001
const maxEpochs = 500000
const epochsBetweenReports = 1000

ann := fann.CreateStandard(numLayers, []uint32{2, 3, 1})
ann.SetActivationFunctionHidden(fann.SIGMOID_SYMMETRIC)
ann.SetActivationFunctionOutput(fann.SIGMOID_SYMMETRIC)

trainInput := [][]fann.FannType{{-1.0, -1.0}, {-1.0, 1.0}, {1.0, -1.0}, {1.0, 1.0}}
trainOutput := [][]fann.FannType{{-1.0}, {1.0}, {1.0}, {-1.0}}

for i := 1; i <= maxEpochs; i++ {
ann.ResetMSE()

for i, _ := range trainInput {
  ann.Train(trainInput[i], trainOutput[i])
}

if ann.GetMSE() < desiredError {
  break
}

}

how can you fix that? could you please provide an example (maybe using TrainOnData)?

Thanks