print("Learning phase took {} seconds.".format(round(stop, 2)))
print("Average speed per lesson: {} seconds.".format(round(stop, 2)))
print("!!!!!!!!!!!!!!!!!!!! Testing Archon !!!!!!!!!!!!!!!!!!!!!!!!")
print("Testing on <testing> data... ", sep="\t", end="")
t = myData.test(archon, "learning")
print("{}%".format(round(t, 4) * 100))
print("Testing on <learning> data...", sep="\t", end="")
l = myData.test(archon, "testing")
print("{}%".format(round(t, 4) * 100))
return t, l
myData = CData("TestData/Dohany_ANN/full.csv", cross_val=.20, header=True, sep=";")
INPUTS, OUTPUTS = myData.neurons_required()
LAYOUT = [INPUTS] + list(HIDDENS) + [OUTPUTS]
glob_start = time.time()
archon = None
result = 0
epoch = 1
while result < .99:
print("\n------------------------------------------------------------")
print("!!!!!!!!!!!!!!!!!!!!! {}. run started !!!!!!!!!!!!!!!!!!!!!!!"
.format(epoch))
print("------------------------------------------------------------")
print("Learning rate:", RATE)
print("Layout:", LAYOUT)
