I have created an IF statement tree to give sets of data in arrays a label. The multidimensional array is called featureVectors and numberOfSides, standardDeviationsPerimeter, standardDeviationsAngles(not used in this section of code) and largestAngles are all arrays included in the array. I want to pass all the arrays in featureVectors through the IF statement but it doesn't loop past the first one therefore giving every dataset the label 2. I am not very good at loops with multidimensional arrays.This is my code so far:
for shape in range(0, len(sidesDividedByPerimeter)):
if numberOfSides[0] == 1:
labels = 0
elif numberOfSides[0] > 1 and numberOfSides[0] < 3.5:
labels = 1
elif numberOfSides[0] > 3.5:
if standardDeviationsPerimeter[0] < 0.1458:
if largestAngles[0] < 104.79:
labels = 2
elif largestAngles[0] >= 104.79:
labels = 3
elif standardDeviationsPerimeter[0] >= 0.1458:
labels = 4
print(featureVectors)
print(labels)
#featureVectors[shape].append(labels)
I just need it to run through each of the arrays instead of stopping at the first. I know its because of my [0]'s but i just dont know what I should do, im only learning python.