plas <= 127.500000 [342 78] | age <= 28.500000 [220 20] | | mass <= 31.400000 [130 2] | | | preg <= 7.000000 [130 1] | | | | pedi <= 0.672000 [111 0]: negative | | | | pedi > 0.672000 [19 1] | | | | | pedi <= 0.686500 [0 1]: positive | | | | | pedi > 0.686500 [19 0]: negative | | | preg > 7.000000 [0 1]: positive | | mass > 31.400000 [90 18] | | | pres <= 37.000000 [0 2]: positive | | | pres > 37.000000 [90 16] | | | | pedi <= 0.509500 [62 6] | | | | | mass <= 45.400000 [62 4] | | | | | | insu <= 38.000000 [17 4] | | | | | | | plas <= 94.000000 [8 0]: negative | | | | | | | plas > 94.000000 [9 4] | | | | | | | | age <= 25.500000 [5 4] | | | | | | | | | age <= 22.500000 [3 0]: negative | | | | | | | | | age > 22.500000 [2 4] | | | | | | | | | | pres <= 69.000000 [2 1]: negative | | | | | | | | | | pres > 69.000000 [0 3]: positive | | | | | | | | age > 25.500000 [4 0]: negative | | | | | | insu > 38.000000 [45 0]: negative | | | | | mass > 45.400000 [0 2]: positive | | | | pedi > 0.509500 [28 10] | | | | | pres <= 64.500000 [9 7] | | | | | | plas <= 88.500000 [4 0]: negative | | | | | | plas > 88.500000 [5 7] | | | | | | | mass <= 34.850000 [0 4]: positive | | | | | | | mass > 34.850000 [5 3] | | | | | | | | plas <= 114.000000 [1 3] | | | | | | | | | preg <= 1.000000 [1 1]: positive | | | | | | | | | preg > 1.000000 [0 2]: positive | | | | | | | | plas > 114.000000 [4 0]: negative | | | | | pres > 64.500000 [19 3] | | | | | | pres <= 79.000000 [13 0]: negative | | | | | | pres > 79.000000 [6 3] | | | | | | | pres <= 85.000000 [3 3] | | | | | | | | preg <= 1.000000 [2 0]: negative | | | | | | | | preg > 1.000000 [1 3] | | | | | | | | | preg <= 5.000000 [0 3]: positive | | | | | | | | | preg > 5.000000 [1 0]: negative | | | | | | | pres > 85.000000 [3 0]: negative | age > 28.500000 [122 58] | | mass <= 26.350000 [34 1] | | | mass <= 9.650000 [0 1]: positive | | | mass > 9.650000 [34 0]: negative | | mass > 26.350000 [88 57] | | | pedi <= 0.625000 [75 32] | | | | plas <= 93.500000 [26 2] | | | | | plas <= 28.500000 [0 1]: positive | | | | | plas > 28.500000 [26 1] | | | | | | preg <= 11.500000 [24 0]: negative | | | | | | preg > 11.500000 [2 1]: negative | | | | plas > 93.500000 [49 30] | | | | | skin <= 27.500000 [23 24] | | | | | | pres <= 84.000000 [15 23] | | | | | | | pedi <= 0.468000 [12 23] | | | | | | | | age <= 56.000000 [10 23] | | | | | | | | | mass <= 27.950000 [0 5]: positive | | | | | | | | | mass > 27.950000 [10 18] | | | | | | | | | | mass <= 29.650000 [4 1] | | | | | | | | | | | plas <= 111.000000 [3 0]: negative | | | | | | | | | | | plas > 111.000000 [1 1]: negative | | | | | | | | | | mass > 29.650000 [6 17] | | | | | | | | | | | preg <= 7.000000 [2 13] | | | | | | | | | | | | age <= 33.000000 [2 2] | | | | | | | | | | | | | plas <= 119.500000 [0 2]: positive | | | | | | | | | | | | | plas > 119.500000 [2 0]: negative | | | | | | | | | | | | age > 33.000000 [0 11]: positive | | | | | | | | | | | preg > 7.000000 [4 4] | | | | | | | | | | | | pedi <= 0.396000 [4 2] | | | | | | | | | | | | | plas <= 107.000000 [3 0]: negative | | | | | | | | | | | | | plas > 107.000000 [1 2]: positive | | | | | | | | | | | | pedi > 0.396000 [0 2]: positive | | | | | | | | age > 56.000000 [2 0]: negative | | | | | | | pedi > 0.468000 [3 0]: negative | | | | | | pres > 84.000000 [8 1] | | | | | | | skin <= 18.000000 [8 0]: negative | | | | | | | skin > 18.000000 [0 1]: positive | | | | | skin > 27.500000 [26 6] | | | | | | plas <= 104.000000 [12 0]: negative | | | | | | plas > 104.000000 [14 6] | | | | | | | pres <= 89.000000 [14 4] | | | | | | | | mass <= 34.750000 [5 4] | | | | | | | | | mass <= 33.400000 [5 1] | | | | | | | | | | pres <= 76.000000 [5 0]: negative | | | | | | | | | | pres > 76.000000 [0 1]: positive | | | | | | | | | mass > 33.400000 [0 3]: positive | | | | | | | | mass > 34.750000 [9 0]: negative | | | | | | | pres > 89.000000 [0 2]: positive | | | pedi > 0.625000 [13 25] | | | | preg <= 8.500000 [13 18] | | | | | pedi <= 0.698500 [0 5]: positive | | | | | pedi > 0.698500 [13 13] | | | | | | mass <= 33.100000 [3 8] | | | | | | | preg <= 4.500000 [3 3] | | | | | | | | plas <= 122.000000 [3 1] | | | | | | | | | plas <= 105.500000 [0 1]: positive | | | | | | | | | plas > 105.500000 [3 0]: negative | | | | | | | | plas > 122.000000 [0 2]: positive | | | | | | | preg > 4.500000 [0 5]: positive | | | | | | mass > 33.100000 [10 5] | | | | | | | skin <= 28.000000 [4 0]: negative | | | | | | | skin > 28.000000 [6 5] | | | | | | | | skin <= 35.500000 [0 2]: positive | | | | | | | | skin > 35.500000 [6 3] | | | | | | | | | pedi <= 0.862500 [2 3] | | | | | | | | | | preg <= 4.000000 [0 2]: positive | | | | | | | | | | preg > 4.000000 [2 1]: negative | | | | | | | | | pedi > 0.862500 [4 0]: negative | | | | preg > 8.500000 [0 7]: positive plas > 127.500000 [93 155] | mass <= 29.950000 [43 22] | | plas <= 145.000000 [30 6] | | | preg <= 1.500000 [12 0]: negative | | | preg > 1.500000 [18 6] | | | | insu <= 132.500000 [13 6] | | | | | insu <= 69.500000 [13 3] | | | | | | pres <= 73.000000 [3 3] | | | | | | | preg <= 5.000000 [1 3] | | | | | | | | plas <= 132.000000 [1 0]: negative | | | | | | | | plas > 132.000000 [0 3]: positive | | | | | | | preg > 5.000000 [2 0]: negative | | | | | | pres > 73.000000 [10 0]: negative | | | | | insu > 69.500000 [0 3]: positive | | | | insu > 132.500000 [5 0]: negative | | plas > 145.000000 [13 16] | | | age <= 61.000000 [9 16] | | | | age <= 25.500000 [3 0]: negative | | | | age > 25.500000 [6 16] | | | | | pres <= 72.000000 [0 8]: positive | | | | | pres > 72.000000 [6 8] | | | | | | mass <= 27.250000 [1 6] | | | | | | | plas <= 151.000000 [1 0]: negative | | | | | | | plas > 151.000000 [0 6]: positive | | | | | | mass > 27.250000 [5 2] | | | | | | | pedi <= 0.281000 [1 2]: positive | | | | | | | pedi > 0.281000 [4 0]: negative | | | age > 61.000000 [4 0]: negative | mass > 29.950000 [50 133] | | plas <= 157.500000 [39 62] | | | pedi <= 0.400500 [26 20] | | | | mass <= 45.550000 [26 14] | | | | | pres <= 69.000000 [4 7] | | | | | | preg <= 1.000000 [0 3]: positive | | | | | | preg > 1.000000 [4 4] | | | | | | | plas <= 131.500000 [2 0]: negative | | | | | | | plas > 131.500000 [2 4] | | | | | | | | pres <= 61.000000 [0 3]: positive | | | | | | | | pres > 61.000000 [2 1]: negative | | | | | pres > 69.000000 [22 7] | | | | | | pres <= 79.000000 [12 1] | | | | | | | preg <= 0.500000 [2 1]: negative | | | | | | | preg > 0.500000 [10 0]: negative | | | | | | pres > 79.000000 [10 6] | | | | | | | skin <= 16.500000 [5 0]: negative | | | | | | | skin > 16.500000 [5 6] | | | | | | | | mass <= 36.200000 [1 5] | | | | | | | | | pedi <= 0.376000 [0 5]: positive | | | | | | | | | pedi > 0.376000 [1 0]: negative | | | | | | | | mass > 36.200000 [4 1] | | | | | | | | | age <= 22.500000 [0 1]: positive | | | | | | | | | age > 22.500000 [4 0]: negative | | | | mass > 45.550000 [0 6]: positive | | | pedi > 0.400500 [13 42] | | | | age <= 30.000000 [11 11] | | | | | pres <= 73.000000 [3 10] | | | | | | skin <= 28.500000 [0 7]: positive | | | | | | skin > 28.500000 [3 3] | | | | | | | pres <= 61.000000 [0 3]: positive | | | | | | | pres > 61.000000 [3 0]: negative | | | | | pres > 73.000000 [8 1] | | | | | | preg <= 3.000000 [7 0]: negative | | | | | | preg > 3.000000 [1 1]: negative | | | | age > 30.000000 [2 31] | | | | | plas <= 152.500000 [0 27]: positive | | | | | plas > 152.500000 [2 4] | | | | | | skin <= 34.500000 [0 4]: positive | | | | | | skin > 34.500000 [2 0]: negative | | plas > 157.500000 [11 71] | | | insu <= 629.500000 [9 71] | | | | age <= 44.500000 [4 56] | | | | | pedi <= 0.306500 [4 13] | | | | | | mass <= 31.400000 [2 0]: negative | | | | | | mass > 31.400000 [2 13] | | | | | | | age <= 37.500000 [2 6] | | | | | | | | preg <= 7.000000 [1 6] | | | | | | | | | mass <= 45.600000 [0 6]: positive | | | | | | | | | mass > 45.600000 [1 0]: negative | | | | | | | | preg > 7.000000 [1 0]: negative | | | | | | | age > 37.500000 [0 7]: positive | | | | | pedi > 0.306500 [0 43]: positive | | | | age > 44.500000 [5 15] | | | | | preg <= 7.500000 [5 9] | | | | | | pedi <= 1.156500 [3 9] | | | | | | | mass <= 34.450000 [3 3] | | | | | | | | plas <= 162.500000 [0 2]: positive | | | | | | | | plas > 162.500000 [3 1] | | | | | | | | | pedi <= 0.892500 [3 0]: negative | | | | | | | | | pedi > 0.892500 [0 1]: positive | | | | | | | mass > 34.450000 [0 6]: positive | | | | | | pedi > 1.156500 [2 0]: negative | | | | | preg > 7.500000 [0 6]: positive | | | insu > 629.500000 [2 0]: negative 1: Actual: positive Predicted: positive 2: Actual: positive Predicted: positive 3: Actual: positive Predicted: positive 4: Actual: positive Predicted: negative 5: Actual: positive Predicted: negative 6: Actual: positive Predicted: positive 7: Actual: positive Predicted: positive 8: Actual: positive Predicted: negative 9: Actual: positive Predicted: positive 10: Actual: positive Predicted: negative 11: Actual: positive Predicted: negative 12: Actual: positive Predicted: negative 13: Actual: positive Predicted: positive 14: Actual: positive Predicted: positive 15: Actual: positive Predicted: positive 16: Actual: positive Predicted: negative 17: Actual: positive Predicted: positive 18: Actual: positive Predicted: negative 19: Actual: positive Predicted: positive 20: Actual: positive Predicted: positive 21: Actual: positive Predicted: negative 22: Actual: positive Predicted: negative 23: Actual: positive Predicted: positive 24: Actual: positive Predicted: positive 25: Actual: positive Predicted: negative 26: Actual: positive Predicted: positive 27: Actual: positive Predicted: positive 28: Actual: positive Predicted: negative 29: Actual: positive Predicted: positive 30: Actual: positive Predicted: negative 31: Actual: positive Predicted: negative 32: Actual: positive Predicted: negative 33: Actual: positive Predicted: positive 34: Actual: positive Predicted: positive 35: Actual: positive Predicted: negative 36: Actual: negative Predicted: negative 37: Actual: negative Predicted: negative 38: Actual: negative Predicted: negative 39: Actual: negative Predicted: positive 40: Actual: negative Predicted: negative 41: Actual: negative Predicted: negative 42: Actual: negative Predicted: negative 43: Actual: negative Predicted: negative 44: Actual: negative Predicted: negative 45: Actual: negative Predicted: negative 46: Actual: negative Predicted: positive 47: Actual: negative Predicted: negative 48: Actual: negative Predicted: negative 49: Actual: negative Predicted: negative 50: Actual: negative Predicted: negative 51: Actual: negative Predicted: positive 52: Actual: negative Predicted: negative 53: Actual: negative Predicted: positive 54: Actual: negative Predicted: positive 55: Actual: negative Predicted: positive 56: Actual: negative Predicted: negative 57: Actual: negative Predicted: positive 58: Actual: negative Predicted: positive 59: Actual: negative Predicted: negative 60: Actual: negative Predicted: negative 61: Actual: negative Predicted: negative 62: Actual: negative Predicted: negative 63: Actual: negative Predicted: negative 64: Actual: negative Predicted: positive 65: Actual: negative Predicted: negative 66: Actual: negative Predicted: negative 67: Actual: negative Predicted: positive 68: Actual: negative Predicted: negative 69: Actual: negative Predicted: negative 70: Actual: negative Predicted: negative 71: Actual: negative Predicted: positive 72: Actual: negative Predicted: negative 73: Actual: negative Predicted: negative 74: Actual: negative Predicted: negative 75: Actual: negative Predicted: positive 76: Actual: negative Predicted: negative 77: Actual: negative Predicted: positive 78: Actual: negative Predicted: negative 79: Actual: negative Predicted: negative 80: Actual: negative Predicted: negative 81: Actual: negative Predicted: negative 82: Actual: negative Predicted: negative 83: Actual: negative Predicted: negative 84: Actual: negative Predicted: negative 85: Actual: negative Predicted: positive 86: Actual: negative Predicted: negative 87: Actual: negative Predicted: negative 88: Actual: negative Predicted: negative 89: Actual: negative Predicted: negative 90: Actual: negative Predicted: negative 91: Actual: negative Predicted: negative 92: Actual: negative Predicted: positive 93: Actual: negative Predicted: negative 94: Actual: negative Predicted: negative 95: Actual: negative Predicted: negative 96: Actual: negative Predicted: negative 97: Actual: negative Predicted: negative 98: Actual: negative Predicted: negative 99: Actual: negative Predicted: negative 100: Actual: negative Predicted: negative Number of correctly classified: 69 Total number of test instances: 100