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Deriving Ideal Points B.Optimal Classification 1.Step1: find optimal cut points Nunn HelmsGoreKerryDole B-2NNNYN CambodiaYYNNY TowerNYNNY MLKNYNNN | B-2 Classification Errors 1

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Deriving Ideal Points B.Optimal Classification 2.Step2: move Senators to Reduce Error Nunn HelmsDoleGoreKerry B-2NNNNY CambodiaYYYNN TowerNYYNN | | Cambodia B-2 Tower MLK Classification Errors 0 1

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Deriving Ideal Points B.Optimal Classification 3.Repeat Step1: find optimal cut points. HelmsDole Nunn Gore Kerry B-2 NN N N Y Cambodia YY Y N N Tower YY N N N MLKY N N N N | | Cambodia B-2 Tower MLK Classification Errors 0 1 0 1

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Deriving Ideal Points B.Optimal Classification 3.Repeat Step1: find optimal cut points. HelmsDole Nunn Gore Kerry B-2 NN N N Y Cambodia YY Y N N Tower YY N N N MLKY N N N N | | | Cambodia B-2 Tower MLK Classification Errors 0 1

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