辅导案例-O2
Assignment_Logistic_Regression_Data Age Gender Race Mortality Temperature RespirationRate HeartRate SystolicBP DiastolicBP SpO2 Haemoglobin NumWBC ArterialpO2 Creatinine Urea GCS 64 Male R1 0 33.8 24 98 79 50 100 9 12.12 40.4 183 8.8 3 47 Female R1 0 36.1 27 114 86 46 100 11.3 16.42 86.8 62 5.1 15 56 Female R2 0 34.8 24 100 70 24 100 10.5 5.94 31.6 79 5 3 77 Male R1 0 35 20 105 106 35 100 10 8.35 148.6 126 9.5 15 49 Female R1 0 36.5 21 77 91 58 100 11.9 6.98 111.6 72 5 15 65 Female R1 0 33.6 29 115 71 32 100 10 9.31 49 53 5.2 3 67 Female R7 0 36 25 79 92 30 100 7.3 12.52 45.3 716 26.9 13 39 Female R1 0 36.4 21 104 104 57 100 9.1 23.38 41.7 48 3.1 11 75 Male R1 0 35.9 26 70 80 42 100 11.5 18.61 87.9 114 6.3 15 49 Male R1 0 36.4 19 95 98 66 100 12.7 14.66 169.7 113 2.9 3 56 Male R3 0 35.4 23 98 84 46 100 10 18.98 30.6 87 5.2 3 64 Male R7 0 35.8 25 93 104 58 100 12.6 12.61 88 125 6.6 15 77 Female R1 1 35.4 20 152 50 45 100 7.8 16.26 25.6 278 26.7 3 45 Female R2 0 35.6 21 106 95 58 100 9.2 29.68 38.1 242 4.3 15 70 Male R1 0 34.7 27 108 50 39 100 9.1 14.05 39.5 91 5.8 13 63 Male R3 0 35.4 25 90 81 43 100 8.2 11.46 33.8 57 6.4 3 63 Female R1 0 36.5 33 99 73 48 100 12 13.93 119.5 39 2.4 15 67 Female R1 0 35.4 22 71 116 46 100 7.9 20.24 31.1 567 18.1 14 59 Male R2 0 35.9 21 92 99 25 100 139 8 89 76 4 3 54 Male R1 0 35.4 28 111 91 41 100 15.1 10.44 45.6 68 3.6 3 49 Male R2 0 36.5 28 112 110 54 100 10 12.74 93 44 4.9 14 55 Male R1 0 34 18 96 94 48 100 9.2 17.23 37.3 65 4.1 3 79 Male R3 0 36.2 25 88 137 59 100 9.2 9.19 38.2 179 10.5 15 44 Male R1 0 36.5 30 118 91 44 100 9.5 15.52 36.8 102 6.6 3 72 Male R1 0 35.7 26 88 94 30 100 8.7 12.75 42 85 5.3 3 64 Male R1 0 36 27 96 85 44 100 7.8 14.72 41.4 92 5.9 3 67 Male R1 0 36 29 185 55 23 100 8.4 17.86 41.6 748 15.4 15 69 Female R1 0 34.5 22 88 99 48 100 8.7 12.56 45.8 41 3.9 3 41 Male R1 0 36.6 30 112 89 37 100 8.4 19.62 37.2 155 9 3 63 Male R2 0 34.9 25 94 86 56 100 9.3 12.2 121 58 4.6 3 69 Female R7 0 35.9 27 104 93 41 100 8.3 9.89 47.9 88 4.6 3 59 Male R1 0 34.8 21 96 62 50 100 8.6 5.06 47.1 102 5.5 3 54 Male R2 0 36.5 22 96 90 50 100 12.7 14.51 97 94 4.8 15 62 Male R1 0 36.1 17 99 64 48 100 10.1 12.07 33.8 86 5.2 3 51 Female R2 1 35.2 38 95 79 42 100 9 21.25 74.7 41 7.5 3 63 Male R1 0 35.6 18 104 91 48 100 8.7 14.34 44.8 142 8.6 3 63 Female R1 0 35.1 20 86 83 50 100 10.8 14.68 148.4 37 4.7 3 66 Female R7 0 36.8 24 63 137 45 100 11.6 13.5 31.6 73 5.2 15 56 Male R1 0 35.7 23 83 113 41 100 16.5 6.92 55.9 95 10.1 15 61 Male R2 1 35.3 24 114 91 51 100 9.9 25.68 37.5 353 10.1 3 55 Male R1 0 36.9 19 80 94 60 100 5.6 6.54 34 948 23 15 83 Male R1 0 36.4 26 75 74 23 100 8.9 11.37 58.7 137 13 15 20 Male R1 0 36.3 27 103 97 54 100 13.8 11.25 159.9 68 3.3 15 57 Female R1 0 36 21 84 95 45 100 8.3 18.57 41.1 48 3.2 3 77 Male R1 0 36 21 105 83 27 100 8.5 8.07 82 482 13.2 15 55 Male R1 0 36.2 19 65 128 76 97 9.4 12.57 49.7 92 7.2 15 57 Male R3 0 36 24 97 89 30 100 9.7 15.63 45.3 123 11.4 3 66 Male R1 0 36.8 28 92 98 51 100 12.7 11.44 66.3 63 3.7 15 63 Male R1 0 35.6 30 113 112 65 100 10.4 13.97 35.9 786 14.9 15 82 Female R1 0 36.8 24 102 113 49 100 8.7 10.53 52.5 113 9.2 15 51 Male R1 0 36 38 103 98 50 100 12.3 32.09 63.6 54 5.6 15 25 Male R1 0 25.9 22 99 90 39 100 9.7 33.49 37.5 147 12.4 3 53 Male R1 0 36.6 21 96 88 18 100 9 11.93 34.2 113 7.4 3 69 Male R7 0 34.3 30 104 90 49 100 10.4 14.06 88.3 115 5.3 15 64 Male R1 0 36.1 29 97 69 42 100 9.5 20.36 45.1 72 4.5 3 54 Female R1 0 36 21 88 93 47 100 12.8 24.82 78.2 52 4.2 15 20 Male R7 0 36 30 115 86 43 100 12.6 14.38 95 75 4.9 15 80 Male R1 0 34.5 16 115 81 41 100 8 7.23 31.8 121 8.1 4 68 Male R2 0 36.2 29 102 90 47 100 9.9 10.96 110.9 71 5.8 3 65 Male R1 0 36.3 15 78 54 33 100 9.1 10.15 29.7 115 6.5 3 78 Female R1 0 35 24 62 117 10 100 8.2 7.29 119.7 56 5.6 15 18 Female R2 0 36.5 37 119 100 47 100 9.6 10.04 111.9 53 3.4 15 66 Male R2 0 36.2 28 102 100 14 99 13.9 17.52 100 56 3.8 15