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Which of the following is NOT a component of the CSR matrix representation?

easy📝 Conceptual Q2 of 15
SciPy - Sparse Matrices (scipy.sparse)
Which of the following is NOT a component of the CSR matrix representation?
Adata array
Bdense matrix array
Cindices array
Dindptr array
Step-by-Step Solution
Solution:
  1. Step 1: Recall CSR components

    CSR consists of data, indices, and indptr arrays.
  2. Step 2: Identify the incorrect component

    Dense matrix array is not part of CSR; CSR is a sparse format.
  3. Final Answer:

    dense matrix array -> Option B
  4. Quick Check:

    CSR components exclude dense matrix array [OK]
Quick Trick: CSR uses data, indices, indptr arrays only [OK]
Common Mistakes:
MISTAKES
  • Confusing dense matrix with CSR components
  • Assuming CSR stores full dense matrix internally

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