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Prostate_Cancer_Dataset.csv
| # | radius | texture | perimeter | area | smoothness | compactness | symmetry | fractal_dimension | diagnosis_result |
|---|---|---|---|---|---|---|---|---|---|
| 1 | 23.0 | 12.0 | 151.0 | 954.0 | 0.143 | 0.278 | 0.242 | 0.079 | M |
| 2 | 9.0 | 13.0 | 133.0 | 1326.0 | 0.143 | 0.079 | 0.181 | 0.057 | B |
| 3 | 21.0 | 27.0 | 130.0 | 1203.0 | 0.125 | 0.16 | 0.207 | 0.06 | M |
| 4 | 14.0 | 16.0 | 78.0 | 386.0 | 0.07 | 0.284 | 0.26 | 0.097 | M |
| 5 | 9.0 | 19.0 | 135.0 | 1297.0 | 0.141 | 0.133 | 0.181 | 0.059 | M |
| 6 | 25.0 | 25.0 | 83.0 | 477.0 | 0.128 | 0.17 | 0.209 | 0.076 | B |
| 7 | 16.0 | 26.0 | 120.0 | 1040.0 | 0.095 | 0.109 | 0.179 | 0.057 | M |
| 8 | 15.0 | 18.0 | 90.0 | 578.0 | 0.119 | 0.165 | 0.22 | 0.075 | M |
| 9 | 19.0 | 24.0 | 88.0 | 520.0 | 0.127 | 0.193 | 0.235 | 0.074 | M |
| 10 | 25.0 | 11.0 | 84.0 | 476.0 | 0.119 | 0.24 | 0.203 | 0.082 | M |
| 11 | 24.0 | 21.0 | 103.0 | 798.0 | 0.082 | 0.067 | 0.153 | 0.057 | M |
| 12 | 17.0 | 15.0 | 104.0 | 781.0 | 0.097 | 0.129 | 0.184 | 0.061 | M |
| 13 | 14.0 | 15.0 | 132.0 | 1123.0 | 0.097 | 0.246 | 0.24 | 0.078 | B |
| 14 | 12.0 | 22.0 | 104.0 | 783.0 | 0.084 | 0.1 | 0.185 | 0.053 | M |
| 15 | 12.0 | 13.0 | 94.0 | 578.0 | 0.113 | 0.229 | 0.207 | 0.077 | M |
| 16 | 22.0 | 19.0 | 97.0 | 659.0 | 0.114 | 0.16 | 0.23 | 0.071 | M |
| 17 | 10.0 | 16.0 | 95.0 | 685.0 | 0.099 | 0.072 | 0.159 | 0.059 | M |
| 18 | 15.0 | 14.0 | 108.0 | 799.0 | 0.117 | 0.202 | 0.216 | 0.074 | M |
| 19 | 20.0 | 14.0 | 130.0 | 1260.0 | 0.098 | 0.103 | 0.158 | 0.054 | M |
| 20 | 17.0 | 11.0 | 87.0 | 566.0 | 0.098 | 0.081 | 0.189 | 0.058 | B |
| 21 | 16.0 | 14.0 | 86.0 | 520.0 | 0.108 | 0.127 | 0.197 | 0.068 | B |
| 22 | 17.0 | 24.0 | 60.0 | 274.0 | 0.102 | 0.065 | 0.182 | 0.069 | B |
| 23 | 20.0 | 27.0 | 103.0 | 704.0 | 0.107 | 0.214 | 0.252 | 0.07 | M |
| 24 | 19.0 | 12.0 | 137.0 | 1404.0 | 0.094 | 0.102 | 0.177 | 0.053 | M |
| 25 | 9.0 | 13.0 | 110.0 | 905.0 | 0.112 | 0.146 | 0.2 | 0.063 | M |
| 26 | 19.0 | 27.0 | 116.0 | 913.0 | 0.119 | 0.228 | 0.304 | 0.074 | M |
| 27 | 10.0 | 24.0 | 97.0 | 645.0 | 0.105 | 0.187 | 0.225 | 0.069 | M |
| 28 | 16.0 | 24.0 | 122.0 | 1094.0 | 0.094 | 0.107 | 0.17 | 0.057 | M |
| 29 | 15.0 | 15.0 | 102.0 | 732.0 | 0.108 | 0.17 | 0.193 | 0.065 | M |
| 30 | 11.0 | 16.0 | 115.0 | 955.0 | 0.098 | 0.116 | 0.174 | 0.061 | M |
| 31 | 11.0 | 22.0 | 125.0 | 1088.0 | 0.106 | 0.189 | 0.218 | 0.062 | M |
| 32 | 23.0 | 26.0 | 78.0 | 441.0 | 0.111 | 0.152 | 0.23 | 0.078 | M |
| 33 | 20.0 | 18.0 | 113.0 | 899.0 | 0.12 | 0.15 | 0.225 | 0.064 | M |
| 34 | 11.0 | 21.0 | 128.0 | 1162.0 | 0.094 | 0.172 | 0.185 | 0.063 | M |
| 35 | 16.0 | 23.0 | 107.0 | 807.0 | 0.104 | 0.156 | 0.2 | 0.065 | M |
| 36 | 10.0 | 13.0 | 110.0 | 870.0 | 0.096 | 0.134 | 0.19 | 0.057 | M |
| 37 | 18.0 | 12.0 | 94.0 | 633.0 | 0.098 | 0.11 | 0.189 | 0.061 | M |
| 38 | 21.0 | 11.0 | 83.0 | 524.0 | 0.09 | 0.038 | 0.147 | 0.059 | B |
| 39 | 11.0 | 15.0 | 96.0 | 699.0 | 0.094 | 0.051 | 0.157 | 0.055 | M |
| 40 | 10.0 | 14.0 | 88.0 | 559.0 | 0.102 | 0.126 | 0.172 | 0.064 | M |
| 41 | 24.0 | 16.0 | 86.0 | 563.0 | 0.082 | 0.06 | 0.178 | 0.056 | M |
| 42 | 19.0 | 27.0 | 72.0 | 371.0 | 0.123 | 0.122 | 0.19 | 0.069 | M |
| 43 | 11.0 | 11.0 | 128.0 | 1104.0 | 0.091 | 0.219 | 0.231 | 0.063 | M |
| 44 | 15.0 | 21.0 | 87.0 | 545.0 | 0.104 | 0.144 | 0.197 | 0.068 | M |
| 45 | 10.0 | 15.0 | 85.0 | 532.0 | 0.097 | 0.105 | 0.175 | 0.062 | M |
| 46 | 18.0 | 11.0 | 124.0 | 1076.0 | 0.11 | 0.169 | 0.191 | 0.06 | M |
| 47 | 22.0 | 12.0 | 52.0 | 202.0 | 0.086 | 0.059 | 0.177 | 0.065 | B |
| 48 | 20.0 | 14.0 | 86.0 | 535.0 | 0.116 | 0.123 | 0.213 | 0.068 | M |
| 49 | 20.0 | 21.0 | 78.0 | 449.0 | 0.103 | 0.091 | 0.168 | 0.06 | B |
| 50 | 25.0 | 11.0 | 87.0 | 561.0 | 0.088 | 0.077 | 0.181 | 0.057 | B |
| 51 | 19.0 | 25.0 | 75.0 | 428.0 | 0.086 | 0.05 | 0.15 | 0.059 | B |
| 52 | 19.0 | 22.0 | 87.0 | 572.0 | 0.077 | 0.061 | 0.135 | 0.06 | B |
| 53 | 25.0 | 15.0 | 76.0 | 438.0 | 0.083 | 0.048 | 0.187 | 0.061 | B |
| 54 | 14.0 | 26.0 | 120.0 | 1033.0 | 0.115 | 0.149 | 0.209 | 0.063 | M |
| 55 | 18.0 | 25.0 | 97.0 | 713.0 | 0.091 | 0.071 | 0.162 | 0.057 | M |
| 56 | 18.0 | 13.0 | 73.0 | 409.0 | 0.095 | 0.055 | 0.192 | 0.059 | B |
| 57 | 10.0 | 19.0 | 126.0 | 1152.0 | 0.105 | 0.127 | 0.192 | 0.06 | M |
| 58 | 17.0 | 20.0 | 96.0 | 657.0 | 0.114 | 0.137 | 0.203 | 0.068 | M |
| 59 | 22.0 | 15.0 | 83.0 | 527.0 | 0.081 | 0.038 | 0.182 | 0.055 | B |
| 60 | 23.0 | 26.0 | 54.0 | 225.0 | 0.098 | 0.053 | 0.168 | 0.072 | B |
| 61 | 15.0 | 18.0 | 65.0 | 312.0 | 0.113 | 0.081 | 0.274 | 0.07 | B |
| 62 | 25.0 | 15.0 | 55.0 | 222.0 | 0.124 | 0.09 | 0.183 | 0.068 | B |
| 63 | 12.0 | 22.0 | 96.0 | 646.0 | 0.105 | 0.201 | 0.195 | 0.073 | M |
| 64 | 24.0 | 17.0 | 59.0 | 261.0 | 0.077 | 0.088 | 0.234 | 0.07 | B |
| 65 | 16.0 | 19.0 | 83.0 | 499.0 | 0.112 | 0.126 | 0.191 | 0.066 | M |
| 66 | 11.0 | 21.0 | 97.0 | 668.0 | 0.117 | 0.148 | 0.195 | 0.067 | M |
| 67 | 12.0 | 13.0 | 60.0 | 269.0 | 0.104 | 0.078 | 0.172 | 0.069 | B |
| 68 | 18.0 | 12.0 | 72.0 | 394.0 | 0.081 | 0.047 | 0.152 | 0.057 | B |
| 69 | 16.0 | 17.0 | 59.0 | 251.0 | 0.107 | 0.141 | 0.211 | 0.08 | B |
| 70 | 17.0 | 21.0 | 81.0 | 503.0 | 0.098 | 0.052 | 0.159 | 0.057 | B |
| 71 | 21.0 | 18.0 | 124.0 | 1130.0 | 0.09 | 0.103 | 0.158 | 0.055 | M |
| 72 | 9.0 | 26.0 | 59.0 | 244.0 | 0.098 | 0.153 | 0.19 | 0.09 | B |
| 73 | 21.0 | 12.0 | 114.0 | 929.0 | 0.107 | 0.183 | 0.193 | 0.065 | M |
| 74 | 22.0 | 25.0 | 90.0 | 584.0 | 0.101 | 0.128 | 0.166 | 0.066 | M |
| 75 | 18.0 | 13.0 | 79.0 | 471.0 | 0.092 | 0.068 | 0.172 | 0.059 | B |
| 76 | 21.0 | 18.0 | 104.0 | 818.0 | 0.092 | 0.084 | 0.18 | 0.054 | M |
| 77 | 10.0 | 17.0 | 88.0 | 559.0 | 0.129 | 0.105 | 0.24 | 0.066 | B |
| 78 | 11.0 | 21.0 | 120.0 | 1006.0 | 0.107 | 0.215 | 0.215 | 0.067 | M |
| 79 | 16.0 | 18.0 | 144.0 | 1245.0 | 0.129 | 0.345 | 0.291 | 0.081 | M |
| 80 | 22.0 | 16.0 | 83.0 | 506.0 | 0.099 | 0.095 | 0.172 | 0.06 | B |
| 81 | 10.0 | 18.0 | 74.0 | 402.0 | 0.11 | 0.094 | 0.184 | 0.07 | B |
| 82 | 17.0 | 21.0 | 86.0 | 520.0 | 0.108 | 0.154 | 0.194 | 0.069 | B |
| 83 | 10.0 | 15.0 | 172.0 | 1878.0 | 0.106 | 0.267 | 0.183 | 0.068 | M |
| 84 | 20.0 | 14.0 | 129.0 | 1132.0 | 0.122 | 0.179 | 0.163 | 0.072 | M |
| 85 | 25.0 | 21.0 | 77.0 | 443.0 | 0.097 | 0.072 | 0.208 | 0.06 | B |
| 86 | 14.0 | 13.0 | 121.0 | 1075.0 | 0.099 | 0.105 | 0.213 | 0.06 | M |
| 87 | 19.0 | 26.0 | 94.0 | 648.0 | 0.094 | 0.099 | 0.208 | 0.056 | M |
| 88 | 19.0 | 11.0 | 122.0 | 1076.0 | 0.09 | 0.121 | 0.195 | 0.056 | M |
| 89 | 11.0 | 11.0 | 80.0 | 466.0 | 0.088 | 0.094 | 0.193 | 0.064 | B |
| 90 | 12.0 | 23.0 | 96.0 | 652.0 | 0.113 | 0.134 | 0.212 | 0.063 | B |
| 91 | 23.0 | 27.0 | 95.0 | 663.0 | 0.09 | 0.086 | 0.169 | 0.059 | B |
| 92 | 10.0 | 12.0 | 100.0 | 728.0 | 0.092 | 0.104 | 0.172 | 0.061 | M |
| 93 | 14.0 | 14.0 | 85.0 | 552.0 | 0.074 | 0.051 | 0.139 | 0.053 | B |
| 94 | 10.0 | 17.0 | 87.0 | 555.0 | 0.102 | 0.082 | 0.164 | 0.057 | B |
| 95 | 22.0 | 26.0 | 100.0 | 706.0 | 0.104 | 0.155 | 0.186 | 0.063 | M |
| 96 | 23.0 | 16.0 | 132.0 | 1264.0 | 0.091 | 0.131 | 0.21 | 0.056 | M |
| 97 | 22.0 | 14.0 | 78.0 | 451.0 | 0.105 | 0.071 | 0.19 | 0.066 | B |
| 98 | 19.0 | 27.0 | 62.0 | 295.0 | 0.102 | 0.053 | 0.135 | 0.069 | B |
| 99 | 21.0 | 24.0 | 74.0 | 413.0 | 0.09 | 0.075 | 0.162 | 0.066 | B |
| 100 | 16.0 | 27.0 | 94.0 | 643.0 | 0.098 | 0.114 | 0.188 | 0.064 | M |