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Saeed Khosravi
2025-11-30 23:49:58 +01:00
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@@ -4,7 +4,7 @@ We are dealing with an exteremly imbalance dataset related to electrocardiogram
## STEP 1: Fill missing values
All the columns in our data contain missing values a range from 25 to 70. By using `from sklearn.impute import KNNImputer`
All the columns in our data contain missing values a range from 25 to 70. By using `from sklearn.impute import KNNImputer` we fill all of them using 5 of the nearst neighbors of that missing value
```
imputer = KNNImputer(n_neighbors=5)