Running Experiment 1 ... Accuracy:63.33333333333333% Classifications: Instance ID sepal length in cm sepal width in cm ... Actual Class Predicted Class Prediction Correct? 0 34 0 1 ... Iris-setosa Iris-setosa Yes 1 1 0 1 ... Iris-setosa Iris-setosa Yes 2 48 0 1 ... Iris-setosa Iris-setosa Yes 3 49 0 1 ... Iris-setosa Iris-setosa Yes 4 8 0 1 ... Iris-setosa Iris-setosa Yes 5 24 0 1 ... Iris-setosa Iris-setosa Yes 6 13 0 0 ... Iris-setosa Iris-setosa Yes 7 44 0 1 ... Iris-setosa Iris-setosa Yes 8 3 0 1 ... Iris-setosa Iris-setosa Yes 9 7 0 1 ... Iris-setosa Iris-setosa Yes 10 73 1 0 ... Iris-versicolor Iris-virginica No 11 63 1 0 ... Iris-versicolor Iris-versicolor Yes 12 64 1 0 ... Iris-versicolor Iris-virginica No 13 66 1 1 ... Iris-versicolor Iris-virginica No 14 61 0 0 ... Iris-versicolor Iris-setosa No 15 78 1 0 ... Iris-versicolor Iris-virginica No 16 86 1 1 ... Iris-versicolor Iris-virginica No 17 71 1 1 ... Iris-versicolor Iris-virginica No 18 77 1 0 ... Iris-versicolor Iris-virginica No 19 58 0 0 ... Iris-versicolor Iris-setosa No 20 148 1 0 ... Iris-virginica Iris-virginica Yes 21 111 1 1 ... Iris-virginica Iris-virginica Yes 22 119 1 0 ... Iris-virginica Iris-virginica Yes 23 102 0 0 ... Iris-virginica Iris-versicolor No 24 116 1 1 ... Iris-virginica Iris-virginica Yes 25 118 1 1 ... Iris-virginica Iris-virginica Yes 26 131 1 0 ... Iris-virginica Iris-virginica Yes 27 115 0 0 ... Iris-virginica Iris-versicolor No 28 147 1 0 ... Iris-virginica Iris-virginica Yes 29 123 1 0 ... Iris-virginica Iris-virginica Yes [30 rows x 8 columns] Learned Model (Likelihood Table): 0 sepal length in cm0Iris-setosa 1.000 sepal length in cm1Iris-setosa 0.000 sepal length in cm0Iris-versicolor 0.550 sepal length in cm1Iris-versicolor 0.450 sepal length in cm0Iris-virginica 0.100 sepal length in cm1Iris-virginica 0.900 sepal width in cm1Iris-setosa 0.825 sepal width in cm0Iris-setosa 0.175 sepal width in cm1Iris-versicolor 0.125 sepal width in cm0Iris-versicolor 0.875 sepal width in cm1Iris-virginica 0.350 sepal width in cm0Iris-virginica 0.650 petal length in cm0Iris-setosa 1.000 petal length in cm1Iris-setosa 0.000 petal length in cm0Iris-versicolor 0.550 petal length in cm1Iris-versicolor 0.450 petal length in cm0Iris-virginica 0.000 petal length in cm1Iris-virginica 1.000 petal width in cm0Iris-setosa 1.000 petal width in cm1Iris-setosa 0.000 petal width in cm0Iris-versicolor 0.625 petal width in cm1Iris-versicolor 0.375 petal width in cm0Iris-virginica 0.000 petal width in cm1Iris-virginica 1.000 Number of Test Instances:30 Running Experiment 2 ... Accuracy:73.33333333333333% Classifications: Instance ID sepal length in cm sepal width in cm ... Actual Class Predicted Class Prediction Correct? 0 27 0 1 ... Iris-setosa Iris-setosa Yes 1 26 0 0 ... Iris-setosa Iris-versicolor No 2 46 0 0 ... Iris-setosa Iris-versicolor No 3 45 0 1 ... Iris-setosa Iris-setosa Yes 4 2 0 0 ... Iris-setosa Iris-versicolor No 5 39 0 0 ... Iris-setosa Iris-versicolor No 6 22 0 1 ... Iris-setosa Iris-setosa Yes 7 18 0 1 ... Iris-setosa Iris-setosa Yes 8 16 0 1 ... Iris-setosa Iris-setosa Yes 9 20 0 1 ... Iris-setosa Iris-setosa Yes 10 76 1 0 ... Iris-versicolor Iris-virginica No 11 100 0 0 ... Iris-versicolor Iris-versicolor Yes 12 88 1 0 ... Iris-versicolor Iris-versicolor Yes 13 92 1 0 ... Iris-versicolor Iris-virginica No 14 72 1 0 ... Iris-versicolor Iris-versicolor Yes 15 56 0 0 ... Iris-versicolor Iris-versicolor Yes 16 65 0 0 ... Iris-versicolor Iris-versicolor Yes 17 82 0 0 ... Iris-versicolor Iris-versicolor Yes 18 91 0 0 ... Iris-versicolor Iris-versicolor Yes 19 84 1 0 ... Iris-versicolor Iris-virginica No 20 136 1 0 ... Iris-virginica Iris-virginica Yes 21 109 1 0 ... Iris-virginica Iris-virginica Yes 22 120 1 0 ... Iris-virginica Iris-virginica Yes 23 107 0 0 ... Iris-virginica Iris-versicolor No 24 126 1 1 ... Iris-virginica Iris-virginica Yes 25 127 1 0 ... Iris-virginica Iris-virginica Yes 26 135 1 0 ... Iris-virginica Iris-virginica Yes 27 142 1 1 ... Iris-virginica Iris-virginica Yes 28 137 1 1 ... Iris-virginica Iris-virginica Yes 29 121 1 1 ... Iris-virginica Iris-virginica Yes [30 rows x 8 columns] Learned Model (Likelihood Table): 0 sepal length in cm0Iris-setosa 1.000 sepal length in cm1Iris-setosa 0.000 sepal length in cm0Iris-versicolor 0.475 sepal length in cm1Iris-versicolor 0.525 sepal length in cm0Iris-virginica 0.125 sepal length in cm1Iris-virginica 0.875 sepal width in cm1Iris-setosa 0.900 sepal width in cm0Iris-setosa 0.100 sepal width in cm1Iris-versicolor 0.200 sepal width in cm0Iris-versicolor 0.800 sepal width in cm1Iris-virginica 0.325 sepal width in cm0Iris-virginica 0.675 petal length in cm0Iris-setosa 1.000 petal length in cm1Iris-setosa 0.000 petal length in cm0Iris-versicolor 0.525 petal length in cm1Iris-versicolor 0.475 petal length in cm0Iris-virginica 0.000 petal length in cm1Iris-virginica 1.000 petal width in cm0Iris-setosa 1.000 petal width in cm1Iris-setosa 0.000 petal width in cm0Iris-versicolor 0.525 petal width in cm1Iris-versicolor 0.475 petal width in cm0Iris-virginica 0.000 petal width in cm1Iris-virginica 1.000 Number of Test Instances:30 Running Experiment 3 ... Accuracy:73.33333333333333% Classifications: Instance ID sepal length in cm sepal width in cm ... Actual Class Predicted Class Prediction Correct? 0 33 0 1 ... Iris-setosa Iris-setosa Yes 1 25 0 1 ... Iris-setosa Iris-setosa Yes 2 50 0 1 ... Iris-setosa Iris-setosa Yes 3 6 0 1 ... Iris-setosa Iris-setosa Yes 4 17 0 1 ... Iris-setosa Iris-setosa Yes 5 30 0 1 ... Iris-setosa Iris-setosa Yes 6 40 0 1 ... Iris-setosa Iris-setosa Yes 7 12 0 1 ... Iris-setosa Iris-setosa Yes 8 47 0 1 ... Iris-setosa Iris-setosa Yes 9 42 0 0 ... Iris-setosa Iris-setosa Yes 10 51 1 1 ... Iris-versicolor Iris-virginica No 11 53 1 1 ... Iris-versicolor Iris-virginica No 12 81 0 0 ... Iris-versicolor Iris-setosa No 13 98 1 0 ... Iris-versicolor Iris-versicolor Yes 14 70 0 0 ... Iris-versicolor Iris-setosa No 15 83 0 0 ... Iris-versicolor Iris-setosa No 16 74 1 0 ... Iris-versicolor Iris-versicolor Yes 17 79 1 0 ... Iris-versicolor Iris-virginica No 18 80 0 0 ... Iris-versicolor Iris-setosa No 19 59 1 0 ... Iris-versicolor Iris-versicolor Yes 20 143 0 0 ... Iris-virginica Iris-versicolor No 21 110 1 1 ... Iris-virginica Iris-virginica Yes 22 138 1 1 ... Iris-virginica Iris-virginica Yes 23 130 1 0 ... Iris-virginica Iris-virginica Yes 24 145 1 1 ... Iris-virginica Iris-virginica Yes 25 141 1 1 ... Iris-virginica Iris-virginica Yes 26 134 1 0 ... Iris-virginica Iris-virginica Yes 27 106 1 0 ... Iris-virginica Iris-virginica Yes 28 105 1 0 ... Iris-virginica Iris-virginica Yes 29 108 1 0 ... Iris-virginica Iris-virginica Yes [30 rows x 8 columns] Learned Model (Likelihood Table): 0 sepal length in cm0Iris-setosa 1.000 sepal length in cm1Iris-setosa 0.000 sepal length in cm0Iris-versicolor 0.500 sepal length in cm1Iris-versicolor 0.500 sepal length in cm0Iris-virginica 0.125 sepal length in cm1Iris-virginica 0.875 sepal width in cm1Iris-setosa 0.825 sepal width in cm0Iris-setosa 0.175 sepal width in cm1Iris-versicolor 0.150 sepal width in cm0Iris-versicolor 0.850 sepal width in cm1Iris-virginica 0.325 sepal width in cm0Iris-virginica 0.675 petal length in cm0Iris-setosa 1.000 petal length in cm1Iris-setosa 0.000 petal length in cm0Iris-versicolor 0.500 petal length in cm1Iris-versicolor 0.500 petal length in cm0Iris-virginica 0.000 petal length in cm1Iris-virginica 1.000 petal width in cm0Iris-setosa 1.000 petal width in cm1Iris-setosa 0.000 petal width in cm0Iris-versicolor 0.525 petal width in cm1Iris-versicolor 0.475 petal width in cm0Iris-virginica 0.000 petal width in cm1Iris-virginica 1.000 Number of Test Instances:30 Running Experiment 4 ... Accuracy:70.0% Classifications: Instance ID sepal length in cm sepal width in cm ... Actual Class Predicted Class Prediction Correct? 0 29 0 1 ... Iris-setosa Iris-setosa Yes 1 35 0 1 ... Iris-setosa Iris-setosa Yes 2 9 0 0 ... Iris-setosa Iris-setosa Yes 3 14 0 0 ... Iris-setosa Iris-setosa Yes 4 43 0 1 ... Iris-setosa Iris-setosa Yes 5 32 0 1 ... Iris-setosa Iris-setosa Yes 6 36 0 1 ... Iris-setosa Iris-setosa Yes 7 31 0 1 ... Iris-setosa Iris-setosa Yes 8 15 0 1 ... Iris-setosa Iris-setosa Yes 9 21 0 1 ... Iris-setosa Iris-setosa Yes 10 62 1 0 ... Iris-versicolor Iris-versicolor Yes 11 94 0 0 ... Iris-versicolor Iris-setosa No 12 68 0 0 ... Iris-versicolor Iris-setosa No 13 95 0 0 ... Iris-versicolor Iris-setosa No 14 87 1 1 ... Iris-versicolor Iris-virginica No 15 67 0 0 ... Iris-versicolor Iris-versicolor Yes 16 55 1 0 ... Iris-versicolor Iris-virginica No 17 90 0 0 ... Iris-versicolor Iris-setosa No 18 52 1 1 ... Iris-versicolor Iris-virginica No 19 96 0 0 ... Iris-versicolor Iris-setosa No 20 140 1 1 ... Iris-virginica Iris-virginica Yes 21 150 1 0 ... Iris-virginica Iris-virginica Yes 22 128 1 0 ... Iris-virginica Iris-virginica Yes 23 113 1 0 ... Iris-virginica Iris-virginica Yes 24 149 1 1 ... Iris-virginica Iris-virginica Yes 25 133 1 0 ... Iris-virginica Iris-virginica Yes 26 146 1 0 ... Iris-virginica Iris-virginica Yes 27 114 0 0 ... Iris-virginica Iris-versicolor No 28 112 1 0 ... Iris-virginica Iris-virginica Yes 29 117 1 0 ... Iris-virginica Iris-virginica Yes [30 rows x 8 columns] Learned Model (Likelihood Table): 0 sepal length in cm0Iris-setosa 1.000 sepal length in cm1Iris-setosa 0.000 sepal length in cm0Iris-versicolor 0.450 sepal length in cm1Iris-versicolor 0.550 sepal length in cm0Iris-virginica 0.125 sepal length in cm1Iris-virginica 0.875 sepal width in cm1Iris-setosa 0.850 sepal width in cm0Iris-setosa 0.150 sepal width in cm1Iris-versicolor 0.150 sepal width in cm0Iris-versicolor 0.850 sepal width in cm1Iris-virginica 0.375 sepal width in cm0Iris-virginica 0.625 petal length in cm0Iris-setosa 1.000 petal length in cm1Iris-setosa 0.000 petal length in cm0Iris-versicolor 0.475 petal length in cm1Iris-versicolor 0.525 petal length in cm0Iris-virginica 0.000 petal length in cm1Iris-virginica 1.000 petal width in cm0Iris-setosa 1.000 petal width in cm1Iris-setosa 0.000 petal width in cm0Iris-versicolor 0.575 petal width in cm1Iris-versicolor 0.425 petal width in cm0Iris-virginica 0.000 petal width in cm1Iris-virginica 1.000 Number of Test Instances:30 Running Experiment 5 ... Accuracy:73.33333333333333% Classifications: Instance ID sepal length in cm sepal width in cm ... Actual Class Predicted Class Prediction Correct? 0 37 0 1 ... Iris-setosa Iris-setosa Yes 1 23 0 1 ... Iris-setosa Iris-setosa Yes 2 41 0 1 ... Iris-setosa Iris-setosa Yes 3 19 0 1 ... Iris-setosa Iris-setosa Yes 4 38 0 1 ... Iris-setosa Iris-setosa Yes 5 5 0 1 ... Iris-setosa Iris-setosa Yes 6 4 0 1 ... Iris-setosa Iris-setosa Yes 7 10 0 1 ... Iris-setosa Iris-setosa Yes 8 11 0 1 ... Iris-setosa Iris-setosa Yes 9 28 0 1 ... Iris-setosa Iris-setosa Yes 10 85 0 0 ... Iris-versicolor Iris-versicolor Yes 11 93 0 0 ... Iris-versicolor Iris-setosa No 12 97 0 0 ... Iris-versicolor Iris-setosa No 13 99 0 0 ... Iris-versicolor Iris-setosa No 14 57 1 1 ... Iris-versicolor Iris-virginica No 15 54 0 0 ... Iris-versicolor Iris-setosa No 16 89 0 0 ... Iris-versicolor Iris-setosa No 17 60 0 0 ... Iris-versicolor Iris-versicolor Yes 18 69 1 0 ... Iris-versicolor Iris-virginica No 19 75 1 0 ... Iris-versicolor Iris-versicolor Yes 20 122 0 0 ... Iris-virginica Iris-versicolor No 21 144 1 1 ... Iris-virginica Iris-virginica Yes 22 129 1 0 ... Iris-virginica Iris-virginica Yes 23 124 1 0 ... Iris-virginica Iris-virginica Yes 24 139 1 0 ... Iris-virginica Iris-virginica Yes 25 101 1 1 ... Iris-virginica Iris-virginica Yes 26 103 1 0 ... Iris-virginica Iris-virginica Yes 27 125 1 1 ... Iris-virginica Iris-virginica Yes 28 104 1 0 ... Iris-virginica Iris-virginica Yes 29 132 1 1 ... Iris-virginica Iris-virginica Yes [30 rows x 8 columns] Learned Model (Likelihood Table): 0 sepal length in cm0Iris-setosa 1.000 sepal length in cm1Iris-setosa 0.000 sepal length in cm0Iris-versicolor 0.425 sepal length in cm1Iris-versicolor 0.575 sepal length in cm0Iris-virginica 0.125 sepal length in cm1Iris-virginica 0.875 sepal width in cm1Iris-setosa 0.800 sepal width in cm0Iris-setosa 0.200 sepal width in cm1Iris-versicolor 0.175 sepal width in cm0Iris-versicolor 0.825 sepal width in cm1Iris-virginica 0.325 sepal width in cm0Iris-virginica 0.675 petal length in cm0Iris-setosa 1.000 petal length in cm1Iris-setosa 0.000 petal length in cm0Iris-versicolor 0.450 petal length in cm1Iris-versicolor 0.550 petal length in cm0Iris-virginica 0.000 petal length in cm1Iris-virginica 1.000 petal width in cm0Iris-setosa 1.000 petal width in cm1Iris-setosa 0.000 petal width in cm0Iris-versicolor 0.550 petal width in cm1Iris-versicolor 0.450 petal width in cm0Iris-virginica 0.000 petal width in cm1Iris-virginica 1.000 Number of Test Instances:30 Experiments Completed.