I have a data set with float values:
dog-auto dog-bird dog-cat dog-dog Result
41.9579761457 41.7538647304 36.4196077068 33.4773590373 0
46.0021331807 41.33958925 38.8353268874 32.8458495684 0
42.9462290692 38.6157590853 36.9763410854 35.0397073189 0
41.6866060048 37.0892269954 34.575072914 33.9010327697 0
39.2269664935 38.272288694 34.778824791 37.4849250909 0
40.5845117698 39.1462089236 35.1171578292 34.945165344 0
45.1067352961 40.523040106 40.6095830913 39.0957278345 0
41.3221140974 38.1947918393 39.9036867306 37.7696131032 0
41.8244654995 40.1567131661 38.0674700168 35.1089144603 0
45.4976929401 45.5597962603 42.7258732951 43.2422832585 0
This is an SFrame. I have attempted to write a function that uses an if/an statement to determine if the value for dog-dog is less that the values for dog-ct AND dog-auto AND dog-bird.
I've gone through this for the better part of 4 hours. Admittedly I'm a newby to python - I'm making a illy mistake and just not seeing it.
If statement:
def is_dog_correct(row):
if (dog_distances[dog_distances['dog-dog']] < dog_distances[dog_distances['dog-cat']]) & (dog_distances[dog_distances['dog-dog']] < dog_distances[dog_distances['dog-bird']]) & (dog_distances[dog_distances['dog-dog']] < dog_distances[dog_distances['dog-auto']]):
dog_distances['Result'] = 1
else:
dog_distances['Result'] = 0
then I call the function with:
dog_distances.apply(is_dog_correct)
If this was working correctly, I would see "0" in every row but the fifth record. What is wrong with my if statement?
Full disclosure - this is coursework, but after spending 4 hours on this, I'm reaching for help!
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