LEUKEMIA ALL/AML PREDICTION RESULTS Samples Actual Predicted Prediction Strength (PS) Call Correct INITIAL SET (cross-validation, 50 genes) 1 ALL ALL 1.00 YES YES 2 ALL ALL 0.41 YES YES 3 ALL ALL 0.87 YES YES 4 ALL ALL 0.91 YES YES 5 ALL ALL 0.89 YES YES 6 ALL ALL 0.76 YES YES 7 ALL ALL 0.78 YES YES 8 ALL ALL 0.77 YES YES 9 ALL ALL 0.89 YES YES 10 ALL ALL 0.56 YES YES 11 ALL ALL 0.74 YES YES 12 ALL AML 0.20 NO - 13 ALL ALL 1.00 YES YES 14 ALL ALL 0.73 YES YES 15 ALL ALL 0.98 YES YES 16 ALL ALL 0.95 YES YES 17 ALL ALL 0.49 YES YES 18 ALL ALL 0.59 YES YES 19 ALL ALL 0.80 YES YES 20 ALL ALL 0.90 YES YES 21 ALL ALL 0.76 YES YES 22 ALL ALL 0.37 YES YES 23 ALL ALL 0.77 YES YES 24 ALL ALL 0.92 YES YES 25 ALL ALL 0.43 YES YES 26 ALL ALL 0.89 YES YES 27 ALL ALL 0.82 YES YES 28 AML AML 0.44 YES YES 29 AML AML 0.74 YES YES 30 AML AML 0.80 YES YES 31 AML AML 0.61 YES YES 32 AML AML 0.47 YES YES 33 AML AML 0.89 YES YES 34 AML AML 0.64 YES YES 35 AML AML 0.21 NO - 36 AML AML 0.94 YES YES 37 AML AML 0.95 YES YES 38 AML AML 0.73 YES YES INDEPENDENT SET (test prediction, 50 genes) 39 ALL ALL 0.78 YES YES 40 ALL ALL 0.68 YES YES 41 ALL ALL 0.99 YES YES 42 ALL ALL 0.42 YES YES 43 ALL ALL 0.66 YES YES 44 ALL ALL 0.97 YES YES 45 ALL ALL 0.88 YES YES 46 ALL ALL 0.84 YES YES 47 ALL ALL 0.81 YES YES 48 ALL ALL 0.94 YES YES 49 ALL ALL 0.84 YES YES 50 AML AML 0.97 YES YES 51 AML AML 1.00 YES YES 52 AML AML 0.61 YES YES 53 AML AML 0.89 YES YES 54 AML AML 0.23 NO - 55 ALL ALL 0.73 YES YES 56 ALL ALL 0.84 YES YES 57 AML AML 0.22 NO - 58 AML AML 0.74 YES YES 59 ALL ALL 0.68 YES YES 60 AML AML 0.06 NO - 61 AML AML 0.40 YES YES 62 AML AML 0.58 YES YES 63 AML AML 0.69 YES YES 64 AML AML 0.52 YES YES 65 AML AML 0.60 YES YES 66 AML ALL 0.27 NO - 67 ALL AML 0.15 NO - 68 ALL ALL 0.80 YES YES 69 ALL ALL 0.85 YES YES 70 ALL ALL 0.73 YES YES 71 ALL ALL 0.30 YES YES 72 ALL ALL 0.77 YES YES