id | predict_value | predict_confidence | species |
---|---|---|---|
5 | setosa | 0.759462243280868 | setosa |
10 | setosa | 0.749956836983807 | setosa |
15 | setosa | 0.744312392653372 | setosa |
20 | setosa | 0.761685486307989 | setosa |
25 | setosa | 0.706123801835284 | setosa |
30 | setosa | 0.74546864465768 | setosa |
35 | setosa | 0.758375257643847 | setosa |
40 | setosa | 0.762861263069852 | setosa |
45 | setosa | 0.72063801834686 | setosa |
50 | setosa | 0.764070094615493 | setosa |
55 | versicolor | 0.718583789317861 | versicolor |
60 | versicolor | 0.69705275515147 | versicolor |
65 | versicolor | 0.743635327519085 | versicolor |
70 | versicolor | 0.774094441049014 | versicolor |
75 | versicolor | 0.805953546799106 | versicolor |
80 | versicolor | 0.76991045016646 | versicolor |
85 | versicolor | 0.626297282449495 | versicolor |
90 | versicolor | 0.742172821606089 | versicolor |
95 | versicolor | 0.764061283278648 | versicolor |
100 | versicolor | 0.778180754495943 | versicolor |
105 | virginica | 0.819921814514784 | virginica |
110 | virginica | 0.789239991456868 | virginica |
115 | virginica | 0.791714097446213 | virginica |
120 | versicolor | 0.543320639355163 | virginica |
125 | virginica | 0.792639816244284 | virginica |
130 | virginica | 0.652651245896941 | virginica |
135 | virginica | 0.640968578224784 | virginica |
140 | virginica | 0.741382118250009 | virginica |
145 | virginica | 0.800886347061692 | virginica |
150 | virginica | 0.658977731573751 | virginica |
The prediction accuracy with the RBF model is 96.67%.