def appends_parameter_metrics_combination(current_model_name: str, current_combination_name: str, current_split_metrics: dict, split_metrics_dataframe: pd.DataFrame):
    'Appends the metrics for the current model and current parameter combination to the main dataframe.\n\n        Args:\n            current_model_name: Name of the model currently being trained.\n            current_combination_name: Current combination of parameters used for training the model.\n            current_split_metrics: Metrics for the current parameter combination for the model.\n            split_metrics_dataframe: Pandas dataframe which contains metrics for the current combination of modalities.\n\n        Returns:\n            Updated version of the pandas dataframe which contains metrics for the current combination of modalities.\n    '
    current_split_metrics['model_names'] = current_model_name
    current_split_metrics['parameters'] = current_combination_name
    split_metrics_dataframe = split_metrics_dataframe.append(current_split_metrics, ignore_index=True)
    return split_metrics_dataframe
Appends the metrics for the current model and current parameter combination to the main dataframe.

Args:
    current_model_name: Name of the model currently being trained.
    current_combination_name: Current combination of parameters used for training the model.
    current_split_metrics: Metrics for the current parameter combination for the model.
    split_metrics_dataframe: Pandas dataframe which contains metrics for the current combination of modalities.

Returns:
    Updated version of the pandas dataframe which contains metrics for the current combination of modalities.
def appends_parameter_metrics_combination(current_model_name: str, current_combination_name: str, current_split_metrics: dict, split_metrics_dataframe: pd.DataFrame):
    'Appends the metrics for the current model and current parameter combination to the main dataframe.\n\n        Args:\n            current_model_name: Name of the model currently being trained.\n            current_combination_name: Current combination of parameters used for training the model.\n            current_split_metrics: Metrics for the current parameter combination for the model.\n            split_metrics_dataframe: Pandas dataframe which contains metrics for the current combination of modalities.\n\n        Returns:\n            Updated version of the pandas dataframe which contains metrics for the current combination of modalities.\n    '
    current_split_metrics['model_names'] = current_model_name
    current_split_metrics['parameters'] = current_combination_name
    split_metrics_dataframe = split_metrics_dataframe.append(current_split_metrics, ignore_index=True)
    return split_metrics_dataframe