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You are tasked with creating and training a K - Nearest Neighbors ( KNN ) model. Your goal is to understand how to implement a

You are tasked with creating and training a K-Nearest Neighbors (KNN) model. Your goal is to understand how to implement a KNN classifier and train your model on a given dataset.
Objective:
Create and train a KNN model using the input training set.
Return the trained model.
2.1.2 Requirements:
The function should be named create_and_train_knn_model.
Parameters:
X_train: A 2D array of the training features.
y_train: A 1D array of the training labels.
k: An integer representing the number of neighbors to consider. The default value should be 1.
Return:
The function should return the trained KNN model, which is trained onn the input training data and with the input value of k. def create_and_train_knn_model(X_train, y_train, k=1):
"""
Creates and trains a K-Nearest Neighbors (KNN) model.
Parameters:
- X_train: 2D array of training features.
- y_train: 1D array of training labels.
- k: Integer, number of neighbors (default: 1).
Returns:
- Trained KNN model.
"""
# Initialize the KNN model with k neighbors
# Train the model with X_train and y_train
# Return the trained model
return model
# Example usage:
# model = create_and_train_knn_model(X_train, y_train, k=5)

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