Please follow the instruction in Data Analytics–AI_Machine Learning Project to work on prediction and classification using machine learning algorithms via Orange software. Submit screenshots of all models in a word document and the completed Orange (2 files – one for FEV target and one for Smoker target) and excel files (childhood-Respiratory-Disease) (include the regression analysis for FEV as a target variable in a sheet in the same file) as an attachment through Assignment Submission.
Age | Height | Sex | Smoker | FEV |
11 | 69 | Male | Non | 2.884 |
10 | 64 | Male | Non | 2.328 |
9 | 57 | Female | Non | 1.708 |
14 | 63 | Male | Non | 3.381 |
11 | 58 | Female | Non | 2.17 |
11 | 66.5 | Male | Non | 3.47 |
15 | 70 | Male | Non | 4.284 |
8 | 67.5 | Female | Non | 1.724 |
7 | 54.5 | Female | Non | 1.72 |
12 | 60.5 | Female | Non | 3.058 |
10 | 57 | Male | Non | 1.811 |
11 | 64 | Male | Non | 2.524 |
9 | 53 | Male | Non | 1.558 |
9 | 57 | Male | Non | 1.895 |
8 | 61 | Female | Non | 2.336 |
10 | 61 | Female | Non | 2.642 |
6 | 58 | Female | Non | 1.919 |
6 | 56 | Female | Non | 1.415 |
8 | 58.5 | Female | Non | 1.987 |
9 | 60 | Female | Non | 1.942 |
6 | 53 | Female | Non | 1.602 |
8 | 54 | Male | Non | 1.735 |
14 | 68.5 | Male | Non | 3.741 |
13 | 69.5 | Male | Non | 4.336 |
8 | 58.5 | Female | Non | 2.193 |
14 | 72 | Male | Non | 4.842 |
12 | 71 | Male | Non | 4.55 |
8 | 60.5 | Male | Non | 2.118 |
12 | 63 | Female | Non | 2.841 |
10 | 61.5 | Female | Non | 3.166 |
13 | 63.5 | Female | Non | 3.816 |
8 | 58 | Male | Non | 2.258 |
10 | 62 | Male | Non | 2.561 |
7 | 53 | Male | Non | 1.932 |
11 | 65 | Female | Non | 3.654 |
5 | 50 | Male | Non | 1.472 |
6 | 53 | Female | Non | 1.878 |
10 | 61 | Male | Non | 2.481 |
11 | 63 | Female | Non | 2.665 |
15 | 71 | Male | Current | 4.506 |
18 | 66 | Female | Non | 2.906 |
9 | 59 | Male | Non | 2.352 |
9 | 61.5 | Male | Non | 2.604 |
10 | 66 | Male | Non | 3.203 |
5 | 49 | Female | Non | 1.4 |
13 | 68 | Male | Non | 3.549 |
14 | 66 | Female | Current | 2.236 |
11 | 72 | Male | Non | 3.222 |
10 | 66 | Male | Non | 3.111 |
5 | 52.5 | Female | Non | 1.256 |
4 | 48 | Female | Non | 0.839 |
7 | 62.5 | Male | Non | 2.578 |
11 | 67 | Female | Non | 3.49 |
13 | 64 | Female | Non | 3.147 |
10 | 60.5 | Female | Non | 2.52 |
9 | 65 | Female | Non | 2.988 |
10 | 63 | Male | Non | 2.292 |
3 | 51.5 | Male | Non | 1.404 |
12 | 64 | Female | Non | 2.889 |
9 | 60 | Male | Non | 2.348 |
10 | 60.5 | Male | Non | 2.246 |
10 | 62 | Male | Non | 1.937 |
5 | 52 | Male | Non | 1.755 |
8 | 60 | Female | Non | 2.98 |
19 | 72 | Male | Non | 5.102 |
10 | 60 | Male | Non | 2.646 |
11 | 64.5 | Male | Non | 2.957 |
19 | 66 | Female | Current | 3.519 |
11 | 67 | Male | Non | 4.007 |
16 | 68 | Male | Current | 3.688 |
9 | 60 | Female | Non | 2.1 |
5 | 49 | Female | Non | 1.282 |
11 | 61.5 | Female | Non | 2.386 |
17 | 70 | Male | Non | 4.429 |
9 | 65.5 | Male | Non | 3 |
10 | 66 | Male | Non | 3.251 |
8 | 60 | Female | Non | 2.673 |
7 | 57.5 | Female | Non | 2.093 |
5 | 52 | Female | Non | 1.612 |
11 | 60 | Female | Non | 2.762 |
11 | 64 | Female | Non | 3.011 |
8 | 59 | Female | Non | 2.175 |
13 | 68.5 | Male | Non | 4.305 |
13 | 67 | Male | Non | 3.906 |
9 | 59 | Male | Non | 2.725 |
15 | 67.5 | Male | Non | 4.279 |
11 | 67 | Male | Non | 3.583 |
11 | 66 | Female | Non | 3.236 |
8 | 55 | Male | Non | 2.071 |
14 | 62.5 | Male | Non | 3.436 |
11 | 61 | Male | Non | 3.058 |
8 | 57 | Male | Non | 1.547 |
8 | 57 | Male | Non | 2.004 |
9 | 60 | Female | Non | 3.135 |
10 | 62 | Male | Non | 3.007 |
8 | 59 | Male | Non | 2.42 |
10 | 66.5 | Male | Non | 3.489 |
10 | 60 | Female | Non | 2.864 |
5 | 51 | Male | Non | 1.776 |
14 | 64 | Female | Current | 3.428 |
13 | 62 | Female | Non | 2.819 |
8 | 57 | Female | Non | 1.931 |
5 | 50 | Female | Non | 1.343 |
10 | 58 | Female | Non | 2.25 |
9 | 57 | Female | Non | 2.076 |
14 | 68.5 | Male | Non | 4.683 |
7 | 54 | Male | Non | 1.624 |
8 | 52.5 | Female | Non | 1.344 |
10 | 61.5 | Male | Non | 2.352 |
6 | 55 | Male | Non | 1.65 |
11 | 64.5 | Male | Non | 3.108 |
15 | 70 | Male | Non | 4.5 |
13 | 67 | Male | Non | 3.994 |
12 | 68.5 | Male | Non | 4.393 |
13 | 61 | Female | Current | 3.208 |
8 | 60.5 | Male | Non | 2.732 |
5 | 54.5 | Male | Non | 2.017 |
10 | 65 | Male | Non | 2.592 |
13 | 70 | Male | Non | 3.193 |
9 | 61.5 | Female | Non | 2.797 |
11 | 60 | Male | Current | 1.694 |
14 | 72 | Male | Current | 3.957 |
11 | 59 | Female | Non | 2.346 |
13 | 69 | Male | Current | 4.789 |
9 | 62 | Male | Non | 3.556 |
8 | 54.5 | Male | Non | 1.703 |
6 | 54 | Male | Non | 1.634 |
9 | 57 | Male | Non | 2.57 |
11 | 67.5 | Male | Non | 3.515 |
11 | 65.5 | Female | Non | 2.754 |
9 | 62.5 | Female | Non | 3.016 |
7 | 60 | Female | Non | 2.419 |
4 | 50 | Female | Non | 1.569 |
10 | 65.5 | Male | Non | 2.72 |
8 | 57.5 | Female | Non | 1.698 |
8 | 60 | Male | Non | 2.123 |
11 | 64.5 | Male | Non | 2.463 |
8 | 60 | Female | Non | 2.481 |
6 | 51 | Female | Non | 1.481 |
4 | 49 | Female | Non | 1.577 |
11 | 62 | Female | Non | 2.633 |
8 | 59 | Male | Non | 1.94 |
6 | 57.5 | Male | Non | 1.747 |
9 | 58 | Male | Non | 2.069 |
7 | 55.5 | Female | Non | 1.631 |
10 | 65.5 | Female | Non | 3.048 |
11 | 67.5 | Male | Non | 3.111 |
13 | 68 | Female | Non | 3.745 |
5 | 52 | Female | Non | 1.536 |
9 | 60.5 | Female | Non | 2.56 |
8 | 57 | Male | Non | 1.962 |
8 | 58 | Female | Non | 2.531 |
12 | 63.5 | Female | Current | 2.384 |
10 | 58.5 | Male | Non | 2.094 |
15 | 64 | Female | Non | 2.635 |
9 | 60 | Male | Non | 2.715 |
9 | 59 | Male | Non | 2.457 |
10 | 65.5 | Female | Non | 3.183 |
9 | 59.5 | Male | Non | 2.09 |
7 | 56 | Male | Non | 1.789 |
5 | 53 | Male | Non | 1.858 |
14 | 65 | Female | Current | 3.074 |
15 | 66 | Female | Current | 2.679 |
11 | 70.5 | Male | Non | 3.977 |
10 | 63 | Male | Non | 3.354 |
5 | 51 | Male | Non | 1.452 |
9 | 69 | Male | Non | 3.842 |
6 | 53 | Female | Non | 1.719 |
11 | 63.5 | Female | Non | 3.411 |
7 | 57 | Female | Non | 2.111 |
6 | 53 | Female | Non | 1.695 |
8 | 63 | Male | Non | 2.211 |
10 | 66 | Female | Current | 2.387 |
8 | 54.5 | Male | Non | 1.794 |
7 | 58 | Female | Non | 1.917 |
11 | 63 | Female | Non | 3.171 |
13 | 67.5 | Male | Non | 3.887 |
13 | 61.5 | Female | Non | 2.646 |
10 | 60 | Female | Non | 2.504 |
11 | 64.5 | Male | Non | 3.587 |
11 | 68.5 | Male | Non | 3.845 |
12 | 64.5 | Male | Non | 2.971 |
10 | 61 | Female | Non | 2.891 |
8 | 63 | Female | Non | 2.144 |
7 | 52 | Male | Non | 1.253 |
10 | 57 | Female | Non | 1.823 |
11 | 62.5 | Male | Non | 2.417 |
10 | 58 | Female | Non | 2.175 |
11 | 62.5 | Female | Non | 2.735 |
14 | 72.5 | Male | Non | 4.273 |
13 | 65.5 | Male | Non | 2.976 |
9 | 61.5 | Male | Non | 2.659 |
5 | 52.5 | Male | Non | 1.58 |
9 | 62 | Male | Non | 2.126 |
12 | 69.5 | Female | Current | 3.835 |
11 | 66.5 | Male | Non | 4.065 |
11 | 59 | Female | Non | 2.318 |
15 | 62 | Female | Current | 2.198 |
9 | 61.5 | Female | Non | 3.029 |
9 | 64.5 | Male | Non | 2.964 |
7 | 57.5 | Male | Non | 1.611 |
11 | 68 | Male | Non | 3.596 |
19 | 65.5 | Female | Current | 3.345 |
14 | 67 | Female | Non | 3.395 |
12 | 63 | Female | Non | 2.751 |
10 | 64.5 | Female | Non | 2.673 |
8 | 60 | Female | Non | 2.215 |
8 | 60 | Female | Non | 2.388 |
18 | 64.5 | Female | Non | 3.082 |
16 | 66.5 | Female | Non | 3.387 |
12 | 62 | Female | Non | 2.556 |
9 | 61 | Male | Non | 2.196 |
9 | 58 | Male | Non | 1.751 |
11 | 62 | Female | Non | 2.542 |
10 | 66 | Male | Non | 2.608 |
9 | 61.5 | Male | Non | 2.165 |
7 | 55 | Male | Non | 1.682 |
11 | 62 | Female | Non | 2.354 |
8 | 55 | Male | Non | 1.523 |
13 | 62.5 | Female | Current | 2.599 |
10 | 57 | Female | Non | 1.458 |
8 | 52 | Female | Non | 1.292 |
7 | 54 | Male | Non | 1.649 |
9 | 63 | Male | Non | 2.588 |
4 | 47 | Male | Non | 0.796 |
10 | 68.5 | Male | Non | 3.795 |
9 | 60.5 | Female | Non | 2.574 |
6 | 56 | Male | Non | 1.979 |
11 | 59 | Female | Non | 2.491 |
13 | 61.5 | Female | Non | 3.06 |
8 | 58.5 | Male | Non | 2.354 |
10 | 65 | Male | Non | 2.545 |
17 | 67 | Male | Current | 3.082 |
11 | 66.5 | Male | Non | 2.993 |
16 | 63 | Female | Current | 2.903 |
15 | 64 | Female | Current | 3.004 |
10 | 65 | Female | Non | 3.305 |
13 | 68 | Male | Current | 4.756 |
11 | 67 | Female | Non | 3.774 |
10 | 64.5 | Male | Non | 2.855 |
11 | 70 | Male | Non | 2.988 |
6 | 55 | Male | Non | 1.718 |
7 | 58.5 | Female | Non | 1.742 |
7 | 51 | Female | Non | 1.603 |
11 | 60 | Male | Non | 2.498 |
14 | 64 | Female | Non | 3.169 |
8 | 59.5 | Female | Non | 2.639 |
7 | 54 | Female | Non | 1.829 |
11 | 62.5 | Male | Non | 2.887 |
13 | 61 | Female | Non | 2.704 |
11 | 64 | Female | Non | 3.515 |
15 | 69 | Male | Non | 5.793 |
7 | 58 | Male | Non | 2.084 |
7 | 58 | Male | Non | 2.22 |
11 | 65.5 | Male | Non | 3.425 |
10 | 61 | Female | Non | 2.287 |
13 | 65.4 | Female | Non | 2.434 |
10 | 63.5 | Female | Non | 2.365 |
13 | 67.5 | Female | Current | 3.086 |
7 | 52.5 | Female | Non | 1.473 |
10 | 66 | Male | Non | 2.696 |
8 | 60.5 | Female | Non | 2.341 |
7 | 54.5 | Female | Non | 1.698 |
5 | 46.5 | Female | Non | 1.196 |
8 | 56.5 | Female | Non | 1.872 |
7 | 55 | Male | Non | 2.219 |
9 | 57 | Male | Non | 2.42 |
7 | 54.5 | Female | Non | 1.827 |
7 | 54 | Female | Non | 1.461 |
6 | 53 | Male | Non | 1.338 |
8 | 57 | Male | Non | 2.09 |
8 | 59 | Female | Non | 1.697 |
8 | 55 | Male | Non | 1.562 |
9 | 55.5 | Female | Non | 2.04 |
12 | 62 | Female | Non | 2.868 |
10 | 61.5 | Female | Non | 2.813 |
7 | 51.5 | Female | Non | 1.609 |
8 | 61 | Female | Non | 2.458 |
15 | 71 | Male | Non | 3.985 |
14 | 69 | Male | Current | 4.309 |
9 | 63.5 | Male | Non | 2.65 |
12 | 66 | Female | Non | 3.255 |
10 | 66 | Female | Current | 3.413 |
11 | 69 | Male | Non | 4.593 |
18 | 68 | Male | Non | 4.22 |
17 | 70.5 | Male | Non | 4.724 |
8 | 57.5 | Male | Non | 1.429 |
14 | 71 | Male | Non | 4.111 |
12 | 60.5 | Male | Non | 1.916 |
10 | 58 | Male | Non | 1.858 |
8 | 53 | Male | Non | 1.675 |
10 | 63 | Female | Current | 2.975 |
9 | 56.5 | Female | Non | 1.947 |
10 | 69 | Male | Non | 3.35 |
8 | 54 | Male | Non | 2.069 |
10 | 59.5 | Male | Non | 2.901 |
6 | 52 | Male | Non | 1.572 |
12 | 64 | Male | Non | 2.241 |
13 | 74 | Male | Non | 4.225 |
6 | 53 | Male | Non | 1.348 |
8 | 61.5 | Female | Non | 2.288 |
11 | 64.5 | Female | Non | 3.223 |
12 | 70 | Male | Non | 5.224 |
9 | 58.5 | Male | Non | 1.773 |
5 | 52 | Female | Non | 0.791 |
7 | 58 | Male | Non | 1.905 |
11 | 67 | Male | Non | 4.073 |
12 | 64.5 | Male | Non | 4.08 |
9 | 61 | Female | Non | 2.463 |
6 | 51 | Male | Non | 1.431 |
11 | 65 | Female | Non | 2.606 |
15 | 67 | Male | Non | 3.731 |
9 | 62 | Female | Non | 2.631 |
9 | 64.5 | Male | Non | 3.114 |
11 | 62.5 | Female | Current | 3.169 |
17 | 69 | Male | Current | 3.406 |
12 | 68 | Male | Non | 4.411 |
9 | 58.5 | Male | Non | 2.135 |
6 | 52.5 | Male | Non | 1.527 |
12 | 68.5 | Male | Non | 3.791 |
8 | 58 | Female | Non | 2.293 |
9 | 66 | Female | Non | 3.042 |
8 | 63.5 | Male | Non | 2.927 |
13 | 67.5 | Male | Non | 3.089 |
11 | 60 | Male | Non | 2.465 |
12 | 68 | Male | Current | 3.343 |
10 | 65 | Male | Non | 3.2 |
12 | 64 | Male | Non | 2.913 |
8 | 64 | Female | Non | 2.665 |
13 | 73 | Male | Non | 4.877 |
17 | 62 | Female | Non | 3.5 |
16 | 67.5 | Female | Non | 3.674 |
9 | 58.5 | Male | Non | 2.301 |
10 | 59 | Female | Non | 2.358 |
12 | 70.5 | Male | Non | 3.279 |
17 | 73 | Male | Non | 5.633 |
15 | 64 | Female | Current | 3.122 |
10 | 66 | Male | Non | 2.581 |
12 | 61.5 | Female | Non | 2.347 |
9 | 64 | Male | Non | 2.46 |
10 | 67 | Female | Non | 2.691 |
11 | 62.5 | Female | Non | 2.827 |
9 | 60.5 | Female | Non | 2.592 |
7 | 55 | Female | Non | 1.75 |
10 | 52.5 | Male | Non | 1.873 |
8 | 53 | Male | Non | 1.759 |
6 | 48 | Male | Non | 1.536 |
9 | 58.5 | Female | Non | 2.259 |
9 | 64.5 | Female | Non | 2.048 |
12 | 72 | Male | Current | 3.751 |
15 | 68.5 | Female | Current | 3.33 |
14 | 71 | Female | Non | 2.538 |
9 | 60.5 | Male | Non | 2.571 |
7 | 56 | Male | Non | 2.046 |
8 | 58.5 | Female | Non | 1.78 |
5 | 54 | Female | Non | 1.552 |
8 | 58 | Female | Non | 1.953 |
9 | 64.5 | Male | Non | 2.893 |
10 | 65.5 | Male | Non | 2.758 |
10 | 60 | Female | Non | 3.05 |
6 | 50.5 | Male | Non | 1.713 |
9 | 60 | Female | Non | 2.851 |
6 | 51.5 | Male | Non | 1.624 |
8 | 59 | Male | Non | 2.631 |
5 | 53 | Male | Non | 1.819 |
7 | 53 | Male | Non | 1.658 |
12 | 60 | Female | Non | 3.079 |
10 | 60.5 | Male | Non | 2.201 |
16 | 62 | Female | Current | 2.608 |
7 | 53.5 | Male | Non | 2.158 |
4 | 52 | Male | Non | 1.789 |
10 | 59 | Male | Non | 1.858 |
9 | 64 | Female | Non | 3.004 |
13 | 68 | Female | Current | 2.216 |
8 | 63 | Male | Non | 2.503 |
12 | 62 | Female | Non | 3.403 |
12 | 64.5 | Female | Non | 3.501 |
9 | 58 | Female | Non | 1.933 |
11 | 63 | Female | Non | 2.578 |
13 | 66 | Female | Current | 3.078 |
9 | 58.5 | Female | Non | 2.091 |
9 | 59.5 | Female | Non | 2.316 |
5 | 51 | Female | Non | 1.704 |
12 | 67 | Female | Current | 3.186 |
9 | 57.5 | Female | Non | 1.606 |
10 | 57 | Male | Non |