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python
2 years ago
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df_base = pd.read_csv("datasets/base.csv", index_col=0) df_base.head() train = pd.read_csv("datasets/train.csv", index_col=0) train.head() base_matrix = df_base. values delta = 90000 distance_list = [] for x in range(2000): one_array = train. drop('Target', axis=1). iloc[x]. values targ_value = train['Target']. iloc[x] rast = np.sum((base_matrix-one_array)**2, axis=1)**0.5 distance_list. append(len(rast[rast<sum((df_base. loc[targ_value]. values-one_array)**2)**0.5])) len(distance_list) pd.Series(distance_list). describe(). astype(int)
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