Training CatBoost Classifier

This function trains a CatBoost classifier using the provided training data. It accepts training data X_train and corresponding labels y_train as inputs and returns the trained model.

Technology Stack : CatBoost, NumPy

Code Type : Machine Learning Classifier Training Function

Code Difficulty : Intermediate

                
                    
import numpy as np
from catboost import CatBoostClassifier

def train_catboost_classifier(X_train, y_train):
    """
    Trains a CatBoost classifier using the provided training data.
    """
    model = CatBoostClassifier()
    model.fit(X_train, y_train)
    return model