Theorem 19.5: for c-Lipschitz η on [0,1]^d and k ≥ 10, the k-NN rule has E_S[L_D(h_S)] ≤ (1 + √(8/k)) L_D(h⋆) + (6c√d + k) m^{−1/(d+1)}

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Theorem 19.5: for c-Lipschitz η on [0,1]^d and k ≥ 10, the k-NN rule has E_S[L_D(h_S)] ≤ (1 + √(8/k)) L_D(h⋆) + (6c√d + k) m^{−1/(d+1)} · Prove2Me