Theorem 15.4: under (γ, ρ)-separability with a homogenous halfspace, w.p. ≥ 1 − δ the 0–1 error of the Hard-SVM output is at most √(4(ρ/γ)²/m) + √(2 log(2/δ)/m)

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Theorem 15.4: under (γ, ρ)-separability with a homogenous halfspace, w.p. ≥ 1 − δ the 0–1 error of the Hard-SVM output is at most √(4(ρ/γ)²/m) + √(2 log(2/δ)/m) · Prove2Me