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a guest Mar 28th, 2020 63 Never
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  1. # iterowanie po elementach ze zbioru test
  2. for index_test, row_test in test.iterrows():
  3.     distances_3 = [] #tablica zawierajaca odleglosci do klasy 3
  4.     distances_5 = [] #tablica zawierajaca odleglosci do klasy 5
  5.     #iterowanie po elementach ze zbioru train
  6.     for index_train, row_train in train.iterrows():
  7.         if (row_train[0]==3):
  8.             distances_3.append((distance(row_test[3], row_test[10], row_train[3], row_train[10])))
  9.         else:
  10.             distances_5.append((distance(row_test[3], row_test[10], row_train[3], row_train[10])))
  11.     np_distances_3 = np.array(distances_3)
  12.     np_distances_5 = np.array(distances_5)
  13.     print("dystanse do klasy 3")
  14.     print(np_distances_3)
  15.     print("dystanse do klasy 5")
  16.     print(np_distances_5)
  17.     if(np_distances_3.min()>np_distances_5.min()):
  18.         if(row_test[0]==5):
  19.             print("Zaklasyfikowano poprawnie")
  20.         else:
  21.             print("Zaklasyfikowano niepoprawnie")
  22.     else:
  23.         if(row_test[0]==3):
  24.             print("Zaklasyfikowano poprawnie")
  25.         else:
  26.             print("Zaklasyfikowano niepoprawnie")
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