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@@ -62,7 +62,7 @@ The classification task for v1 is split into two stages:
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  ## Training
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  I applied cross-validation with `cv=5` to the training dataset to search for the best hyperparameters.
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- Here's the dict passed to `sklearn`'s '`GridSearchCV` function:
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  ```python
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  params = {
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  'objective': 'binary',
 
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  ## Training
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  I applied cross-validation with `cv=5` to the training dataset to search for the best hyperparameters.
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+ Here's the dict passed to `sklearn`'s `GridSearchCV` function:
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  ```python
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  params = {
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  'objective': 'binary',