hi i had this error and don't know what should i do i don't know what should i be replacing .loc whith is there a way to ignore this warning or something eslse
C:\Users\LO'AY\AppData\Local\Temp/ipykernel_9408/708385938.py:14: SettingWithCopyWarning:
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead
See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
X[i]=ED
C:\Users\LO'AY\AppData\Local\Temp/ipykernel_9408/708385938.py:26: SettingWithCopyWarning:
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead
See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy
X["Cluster"]=C
the the code that generate the error message
diff = 1
j=0
while(diff!=0):
XD=X
i=1
for index1,row_c in Centroids.iterrows():
ED=[]
for index2,row_d in XD.iterrows():
d1=(row_c["ApplicantIncome"]-row_d["ApplicantIncome"])**2
d2=(row_c["LoanAmount"]-row_d["LoanAmount"])**2
d=np.sqrt(d1+d2)
ED.append(d)
X[i]=ED
i=i+1
C=[]
for index,row in X.iterrows():
min_dist=row[1]
pos=1
for i in range(K):
if row[i+1] < min_dist:
min_dist = row[i+1]
pos=i+1
C.append(pos)
X["Cluster"]=C
Centroids_new = X.groupby(["Cluster"]).mean()[["LoanAmount","ApplicantIncome"]]
if j == 0:
diff=1
j=j+1
else:
diff = (Centroids_new['LoanAmount'] - Centroids['LoanAmount']).sum()+(Centroids_new['ApplicantIncome']- Centroids['ApplicantIncome']).sum()
print(diff.sum())
Centroids = X.groupby(["Cluster"]).mean()[["LoanAmount","ApplicantIncome"]]
source https://stackoverflow.com/questions/70545022/how-to-deal-with-settingwithcopywarning
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