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fix(FutureWarnings): replace .append by pd.concat #191

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fix(FutureWarnings): replace .append by pd.concat #191

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10 changes: 5 additions & 5 deletions tests/preprocessing/test_target_encoder.py
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Original file line number Diff line number Diff line change
Expand Up @@ -309,9 +309,9 @@ def test_target_encoder_transform_new_category_linear_regression_median(self):
'neutral', 'positive'],
'target': [5, 4, -5, 0, -4, 5, -5, 0, 1, 0, 4]})

df_appended = df.append({"variable": "new", "target": 10},
ignore_index=True)

new_row = pd.DataFrame({"variable": ["new"], "target": [10]})
df_appended = pd.concat([df, new_row], ignore_index=True)
# inputs of TargetEncoder will be of dtype category
df["variable"] = df["variable"].astype("category")
df_appended["variable"] = df_appended["variable"].astype("category")
Expand All @@ -335,8 +335,8 @@ def test_target_encoder_transform_new_category_binary_classification_median(self
'neutral'],
'target': [1, 1, 0, 0, 1, 0, 0, 0, 1, 1]})

df_appended = df.append({"variable": "new", "target": 1},
ignore_index=True)
new_row = pd.DataFrame({"variable": ["new"], "target": [1]})
df_appended = pd.concat([df, new_row], ignore_index=True)

# inputs of TargetEncoder will be of dtype category
df["variable"] = df["variable"].astype("category")
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