Downloads: 1
[bcbaca]:
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Cleaned_data.csv
| # | BI-RADS | Age | Shape | Margin | Density | Severity |
|---|---|---|---|---|---|---|
| 1 | 5 | 67 | 3 | 5 | 3 | 1 |
| 2 | 5 | 58 | 4 | 5 | 3 | 1 |
| 3 | 4 | 28 | 1 | 1 | 3 | 0 |
| 4 | 5 | 57 | 1 | 5 | 3 | 1 |
| 5 | 5 | 76 | 1 | 4 | 3 | 1 |
| 6 | 3 | 42 | 2 | 1 | 3 | 1 |
| 7 | 4 | 36 | 3 | 1 | 2 | 0 |
| 8 | 4 | 60 | 2 | 1 | 2 | 0 |
| 9 | 4 | 54 | 1 | 1 | 3 | 0 |
| 10 | 3 | 52 | 3 | 4 | 3 | 0 |
| 11 | 4 | 59 | 2 | 1 | 3 | 1 |
| 12 | 4 | 54 | 1 | 1 | 3 | 1 |
| 13 | 5 | 56 | 4 | 3 | 1 | 1 |
| 14 | 5 | 42 | 4 | 4 | 3 | 1 |
| 15 | 4 | 59 | 2 | 4 | 3 | 1 |
| 16 | 5 | 75 | 4 | 5 | 3 | 1 |
| 17 | 5 | 45 | 4 | 5 | 3 | 1 |
| 18 | 5 | 55 | 4 | 4 | 3 | 0 |
| 19 | 4 | 46 | 1 | 5 | 2 | 0 |
| 20 | 5 | 54 | 4 | 4 | 3 | 1 |
| 21 | 5 | 57 | 4 | 4 | 3 | 1 |
| 22 | 4 | 39 | 1 | 1 | 2 | 0 |
| 23 | 4 | 81 | 1 | 1 | 3 | 0 |
| 24 | 4 | 60 | 2 | 1 | 3 | 0 |
| 25 | 5 | 67 | 3 | 4 | 2 | 1 |
| 26 | 4 | 55 | 3 | 4 | 2 | 0 |
| 27 | 4 | 78 | 1 | 1 | 1 | 0 |
| 28 | 4 | 50 | 1 | 1 | 3 | 0 |
| 29 | 5 | 62 | 3 | 5 | 2 | 1 |
| 30 | 5 | 64 | 4 | 5 | 3 | 1 |
| 31 | 5 | 67 | 4 | 5 | 3 | 1 |
| 32 | 4 | 74 | 2 | 1 | 2 | 0 |
| 33 | 5 | 80 | 3 | 5 | 3 | 1 |
| 34 | 4 | 49 | 2 | 1 | 1 | 0 |
| 35 | 5 | 52 | 4 | 3 | 3 | 1 |
| 36 | 5 | 60 | 4 | 3 | 3 | 1 |
| 37 | 4 | 57 | 2 | 5 | 3 | 0 |
| 38 | 5 | 74 | 4 | 4 | 3 | 1 |
| 39 | 4 | 49 | 1 | 1 | 3 | 0 |
| 40 | 4 | 45 | 2 | 1 | 3 | 0 |
| 41 | 4 | 64 | 2 | 1 | 3 | 0 |
| 42 | 4 | 73 | 2 | 1 | 2 | 0 |
| 43 | 5 | 68 | 4 | 3 | 3 | 1 |
| 44 | 5 | 52 | 4 | 5 | 3 | 0 |
| 45 | 5 | 66 | 4 | 4 | 3 | 1 |
| 46 | 4 | 25 | 1 | 1 | 3 | 0 |
| 47 | 5 | 74 | 1 | 1 | 2 | 1 |
| 48 | 4 | 64 | 1 | 1 | 3 | 0 |
| 49 | 5 | 60 | 4 | 3 | 2 | 1 |
| 50 | 5 | 67 | 2 | 4 | 1 | 0 |
| 51 | 4 | 67 | 4 | 5 | 3 | 0 |
| 52 | 5 | 44 | 4 | 4 | 2 | 1 |
| 53 | 3 | 68 | 1 | 1 | 3 | 1 |
| 54 | 5 | 58 | 4 | 4 | 3 | 1 |
| 55 | 5 | 62 | 1 | 5 | 3 | 1 |
| 56 | 4 | 73 | 3 | 4 | 3 | 1 |
| 57 | 4 | 80 | 4 | 4 | 3 | 1 |
| 58 | 5 | 59 | 2 | 1 | 3 | 1 |
| 59 | 5 | 54 | 4 | 4 | 3 | 1 |
| 60 | 5 | 62 | 4 | 4 | 3 | 0 |
| 61 | 4 | 33 | 2 | 1 | 3 | 0 |
| 62 | 4 | 57 | 1 | 1 | 3 | 0 |
| 63 | 4 | 45 | 4 | 4 | 3 | 0 |
| 64 | 5 | 71 | 4 | 4 | 3 | 1 |
| 65 | 5 | 59 | 4 | 4 | 2 | 0 |
| 66 | 4 | 56 | 1 | 1 | 3 | 0 |
| 67 | 4 | 57 | 2 | 1 | 2 | 0 |
| 68 | 5 | 55 | 3 | 4 | 3 | 1 |
| 69 | 5 | 84 | 4 | 5 | 3 | 0 |
| 70 | 5 | 51 | 4 | 4 | 3 | 1 |
| 71 | 4 | 24 | 2 | 1 | 2 | 0 |
| 72 | 4 | 66 | 1 | 1 | 3 | 0 |
| 73 | 5 | 33 | 4 | 4 | 3 | 0 |
| 74 | 4 | 59 | 4 | 3 | 2 | 0 |
| 75 | 5 | 40 | 4 | 5 | 3 | 1 |
| 76 | 5 | 67 | 4 | 4 | 3 | 1 |
| 77 | 5 | 75 | 4 | 3 | 3 | 1 |
| 78 | 5 | 86 | 4 | 4 | 3 | 0 |
| 79 | 5 | 66 | 4 | 4 | 3 | 1 |
| 80 | 5 | 46 | 4 | 5 | 3 | 1 |
| 81 | 4 | 59 | 4 | 4 | 3 | 1 |
| 82 | 5 | 65 | 4 | 4 | 3 | 1 |
| 83 | 4 | 53 | 1 | 1 | 3 | 0 |
| 84 | 5 | 67 | 3 | 5 | 3 | 1 |
| 85 | 5 | 80 | 4 | 5 | 3 | 1 |
| 86 | 4 | 55 | 2 | 1 | 3 | 0 |
| 87 | 4 | 47 | 1 | 1 | 2 | 0 |
| 88 | 5 | 62 | 4 | 5 | 3 | 1 |
| 89 | 5 | 63 | 4 | 4 | 3 | 1 |
| 90 | 4 | 71 | 4 | 4 | 3 | 1 |
| 91 | 4 | 41 | 1 | 1 | 3 | 0 |
| 92 | 5 | 57 | 4 | 4 | 4 | 1 |
| 93 | 5 | 71 | 4 | 4 | 4 | 1 |
| 94 | 4 | 66 | 1 | 1 | 3 | 0 |
| 95 | 4 | 47 | 2 | 4 | 2 | 0 |
| 96 | 3 | 34 | 4 | 4 | 3 | 0 |
| 97 | 4 | 59 | 3 | 4 | 3 | 0 |
| 98 | 5 | 67 | 4 | 4 | 3 | 1 |
| 99 | 4 | 41 | 2 | 1 | 3 | 0 |
| 100 | 4 | 23 | 3 | 1 | 3 | 0 |