This book deals with the first discriminant theory of linearly separable data (LSD), Theory3, based on the four ordinary LSD of Theory1 and 169 microarrays (LSD) of Theory2. RIP discriminated 63 (=26-1) models of Swiss banknote (200*6) and found the minimum LSD: basic gene set (BGS).