def calc_recall_at_k()

in evaluation_pipeline/evaluation.py [0:0]

• 4 lines of code
• 1 McCabe index (conditional complexity)

def calc_recall_at_k(relevant_docs, retrieved_docs, k):
    """
    Compute Recall@K.
    Parameters:
        relevant_docs (set): Set of relevant document IDs.
        retrieved_docs (list): List of retrieved document IDs in ranked order.
        k (int): Number of top results to consider.
    Returns:
        float: Recall@K score.
    """
    retrieved_at_k = retrieved_docs[:k]
    intersection = set(retrieved_at_k) & set(relevant_docs)
    return len(intersection) / len(relevant_docs)