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Zad3 TODOs

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This commit is contained in:
Michał Leśniak 2022-01-17 16:30:03 +01:00
parent 0e4795ed43
commit baab800220
1 changed files with 2 additions and 2 deletions
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zad3/zad3.py
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@ -77,7 +77,7 @@ def calc_length(a, b):
return (b[0]-a[0])**2+(b[1]-a[1])**2 return (b[0]-a[0])**2+(b[1]-a[1])**2
def init_centroids(data, k, method='forgy'): def init_centroids(data, k, method='forgy'): #TODO: Add k-means++ and Random Partition
match method: match method:
case 'forgy': case 'forgy':
return sample(data, k) return sample(data, k)
@ -119,7 +119,7 @@ def main():
kmeans_data = {} kmeans_data = {}
for k in range(2, 21): for k in range(2, 21):
kmeans_with_err = [] kmeans_with_err = []
for _ in range(10): for _ in range(100):
all_data = [] all_data = []
centroids = init_centroids(data, k) centroids = init_centroids(data, k)
clusters = {} clusters = {}