Machine Learning With Python, Need Code , And Write Report To Analysis Algorithms A Similarity score MUST NOT exceed 30% in any case and code. Requirement

Machine Learning With Python, Need Code , And Write Report To Analysis Algorithms A Similarity score MUST NOT exceed 30% in any case and code.

Requirement

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Machine Learning With Python, Need Code , And Write Report To Analysis Algorithms A Similarity score MUST NOT exceed 30% in any case and code.

Requirements: 2000 – 3500 words with code heart_failure_clinical_records_dataset.csv

age anaemia creatinine_phosphokinase diabetes ejection_fraction high_blood_pressure platelets serum_creatinine serum_sodium sex smoking time DEATH_EVENT

75 0 582 0 20 1 265000 1.9 130 1 0 4 1

55 0 7861 0 38 0 263358.03 1.1 136 1 0 6 1

65 0 146 0 20 0 162000 1.3 129 1 1 7 1

50 1 111 0 20 0 210000 1.9 137 1 0 7 1

65 1 160 1 20 0 327000 2.7 116 0 0 8 1

90 1 47 0 40 1 204000 2.1 132 1 1 8 1

75 1 246 0 15 0 127000 1.2 137 1 0 10 1

60 1 315 1 60 0 454000 1.1 131 1 1 10 1

65 0 157 0 65 0 263358.03 1.5 138 0 0 10 1

80 1 123 0 35 1 388000 9.4 133 1 1 10 1

75 1 81 0 38 1 368000 4 131 1 1 10 1

62 0 231 0 25 1 253000 0.9 140 1 1 10 1

45 1 981 0 30 0 136000 1.1 137 1 0 11 1

50 1 168 0 38 1 276000 1.1 137 1 0 11 1

49 1 80 0 30 1 427000 1 138 0 0 12 0

82 1 379 0 50 0 47000 1.3 136 1 0 13 1

87 1 149 0 38 0 262000 0.9 140 1 0 14 1

45 0 582 0 14 0 166000 0.8 127 1 0 14 1

70 1 125 0 25 1 237000 1 140 0 0 15 1

48 1 582 1 55 0 87000 1.9 121 0 0 15 1

65 1 52 0 25 1 276000 1.3 137 0 0 16 0

65 1 128 1 30 1 297000 1.6 136 0 0 20 1

68 1 220 0 35 1 289000 0.9 140 1 1 20 1

53 0 63 1 60 0 368000 0.8 135 1 0 22 0

75 0 582 1 30 1 263358.03 1.83 134 0 0 23 1

80 0 148 1 38 0 149000 1.9 144 1 1 23 1

95 1 112 0 40 1 196000 1 138 0 0 24 1

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58 1 60 0 38 0 153000 5.8 134 1 0 26 1

82 0 70 1 30 0 200000 1.2 132 1 1 26 1

94 0 582 1 38 1 263358.03 1.83 134 1 0 27 1

85 0 23 0 45 0 360000 3 132 1 0 28 1

50 1 249 1 35 1 319000 1 128 0 0 28 1

50 1 159 1 30 0 302000 1.2 138 0 0 29 0

65 0 94 1 50 1 188000 1 140 1 0 29 1

69 0 582 1 35 0 228000 3.5 134 1 0 30 1

90 1 60 1 50 0 226000 1 134 1 0 30 1

82 1 855 1 50 1 321000 1 145 0 0 30 1

60 0 2656 1 30 0 305000 2.3 137 1 0 30 0

60 0 235 1 38 0 329000 3 142 0 0 30 1

70 0 582 0 20 1 263358.03 1.83 134 1 1 31 1

50 0 124 1 30 1 153000 1.2 136 0 1 32 1

70 0 571 1 45 1 185000 1.2 139 1 1 33 1

72 0 127 1 50 1 218000 1 134 1 0 33 0

60 1 588 1 60 0 194000 1.1 142 0 0 33 1

50 0 582 1 38 0 310000 1.9 135 1 1 35 1

51 0 1380 0 25 1 271000 0.9 130 1 0 38 1

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80 1 553 0 20 1 140000 4.4 133 1 0 41 1

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68 1 577 0 25 1 166000 1 138 1 0 43 1

53 1 91 0 20 1 418000 1.4 139 0 0 43 1

60 0 3964 1 62 0 263358.03 6.8 146 0 0 43 1

70 1 69 1 50 1 351000 1 134 0 0 44 1

60 1 260 1 38 0 255000 2.2 132 0 1 45 1

95 1 371 0 30 0 461000 2 132 1 0 50 1

70 1 75 0 35 0 223000 2.7 138 1 1 54 0

60 1 607 0 40 0 216000 0.6 138 1 1 54 0

49 0 789 0 20 1 319000 1.1 136 1 1 55 1

72 0 364 1 20 1 254000 1.3 136 1 1 59 1

45 0 7702 1 25 1 390000 1 139 1 0 60 1

50 0 318 0 40 1 216000 2.3 131 0 0 60 1

55 0 109 0 35 0 254000 1.1 139 1 1 60 0

45 0 582 0 35 0 385000 1 145 1 0 61 1

45 0 582 0 80 0 263358.03 1.18 137 0 0 63 0

60 0 68 0 20 0 119000 2.9 127 1 1 64 1

42 1 250 1 15 0 213000 1.3 136 0 0 65 1

72 1 110 0 25 0 274000 1 140 1 1 65 1

70 0 161 0 25 0 244000 1.2 142 0 0 66 1

65 0 113 1 25 0 497000 1.83 135 1 0 67 1

41 0 148 0 40 0 374000 0.8 140 1 1 68 0

58 0 582 1 35 0 122000 0.9 139 1 1 71 0

85 0 5882 0 35 0 243000 1 132 1 1 72 1

65 0 224 1 50 0 149000 1.3 137 1 1 72 0

69 0 582 0 20 0 266000 1.2 134 1 1 73 1

60 1 47 0 20 0 204000 0.7 139 1 1 73 1

70 0 92 0 60 1 317000 0.8 140 0 1 74 0

42 0 102 1 40 0 237000 1.2 140 1 0 74 0

75 1 203 1 38 1 283000 0.6 131 1 1 74 0

55 0 336 0 45 1 324000 0.9 140 0 0 74 0

70 0 69 0 40 0 293000 1.7 136 0 0 75 0

67 0 582 0 50 0 263358.03 1.18 137 1 1 76 0

60 1 76 1 25 0 196000 2.5 132 0 0 77 1

79 1 55 0 50 1 172000 1.8 133 1 0 78 0

59 1 280 1 25 1 302000 1 141 0 0 78 1

51 0 78 0 50 0 406000 0.7 140 1 0 79 0

55 0 47 0 35 1 173000 1.1 137 1 0 79 0

65 1 68 1 60 1 304000 0.8 140 1 0 79 0

44 0 84 1 40 1 235000 0.7 139 1 0 79 0

57 1 115 0 25 1 181000 1.1 144 1 0 79 0

70 0 66 1 45 0 249000 0.8 136 1 1 80 0

60 0 897 1 45 0 297000 1 133 1 0 80 0

42 0 582 0 60 0 263358.03 1.18 137 0 0 82 0

60 1 154 0 25 0 210000 1.7 135 1 0 82 1

58 0 144 1 38 1 327000 0.7 142 0 0 83 0

58 1 133 0 60 1 219000 1 141 1 0 83 0

63 1 514 1 25 1 254000 1.3 134 1 0 83 0

70 1 59 0 60 0 255000 1.1 136 0 0 85 0

60 1 156 1 25 1 318000 1.2 137 0 0 85 0

63 1 61 1 40 0 221000 1.1 140 0 0 86 0

65 1 305 0 25 0 298000 1.1 141 1 0 87 0

75 0 582 0 45 1 263358.03 1.18 137 1 0 87 0

80 0 898 0 25 0 149000 1.1 144 1 1 87 0

42 0 5209 0 30 0 226000 1 140 1 1 87 0

60 0 53 0 50 1 286000 2.3 143 0 0 87 0

72 1 328 0 30 1 621000 1.7 138 0 1 88 1

55 0 748 0 45 0 263000 1.3 137 1 0 88 0

45 1 1876 1 35 0 226000 0.9 138 1 0 88 0

63 0 936 0 38 0 304000 1.1 133 1 1 88 0

45 0 292 1 35 0 850000 1.3 142 1 1 88 0

85 0 129 0 60 0 306000 1.2 132 1 1 90 1

55 0 60 0 35 0 228000 1.2 135 1 1 90 0

50 0 369 1 25 0 252000 1.6 136 1 0 90 0

70 1 143 0 60 0 351000 1.3 137 0 0 90 1

60 1 754 1 40 1 328000 1.2 126 1 0 91 0

58 1 400 0 40 0 164000 1 139 0 0 91 0

60 1 96 1 60 1 271000 0.7 136 0 0 94 0

85 1 102 0 60 0 507000 3.2 138 0 0 94 0

65 1 113 1 60 1 203000 0.9 140 0 0 94 0

86 0 582 0 38 0 263358.03 1.83 134 0 0 95 1

60 1 737 0 60 1 210000 1.5 135 1 1 95 0

66 1 68 1 38 1 162000 1 136 0 0 95 0

60 0 96 1 38 0 228000 0.75 140 0 0 95 0

60 1 582 0 30 1 127000 0.9 145 0 0 95 0

60 0 582 0 40 0 217000 3.7 134 1 0 96 1

43 1 358 0 50 0 237000 1.3 135 0 0 97 0

46 0 168 1 17 1 271000 2.1 124 0 0 100 1

58 1 200 1 60 0 300000 0.8 137 0 0 104 0

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53 1 270 1 35 0 227000 3.4 145 1 0 105 0

53 1 1808 0 60 1 249000 0.7 138 1 1 106 0

60 1 1082 1 45 0 250000 6.1 131 1 0 107 0

46 0 719 0 40 1 263358.03 1.18 137 0 0 107 0

63 0 193 0 60 1 295000 1.3 145 1 1 107 0

81 0 4540 0 35 0 231000 1.18 137 1 1 107 0

75 0 582 0 40 0 263358.03 1.18 137 1 0 107 0

65 1 59 1 60 0 172000 0.9 137 0 0 107 0

68 1 646 0 25 0 305000 2.1 130 1 0 108 0

62 0 281 1 35 0 221000 1 136 0 0 108 0

50 0 1548 0 30 1 211000 0.8 138 1 0 108 0

80 0 805 0 38 0 263358.03 1.1 134 1 0 109 1

46 1 291 0 35 0 348000 0.9 140 0 0 109 0

50 0 482 1 30 0 329000 0.9 132 0 0 109 0

61 1 84 0 40 1 229000 0.9 141 0 0 110 0

72 1 943 0 25 1 338000 1.7 139 1 1 111 1

50 0 185 0 30 0 266000 0.7 141 1 1 112 0

52 0 132 0 30 0 218000 0.7 136 1 1 112 0

64 0 1610 0 60 0 242000 1 137 1 0 113 0

75 1 582 0 30 0 225000 1.83 134 1 0 113 1

60 0 2261 0 35 1 228000 0.9 136 1 0 115 0

72 0 233 0 45 1 235000 2.5 135 0 0 115 1

62 0 30 1 60 1 244000 0.9 139 1 0 117 0

50 0 115 0 45 1 184000 0.9 134 1 1 118 0

50 0 1846 1 35 0 263358.03 1.18 137 1 1 119 0

65 1 335 0 35 1 235000 0.8 136 0 0 120 0

60 1 231 1 25 0 194000 1.7 140 1 0 120 0

52 1 58 0 35 0 277000 1.4 136 0 0 120 0

50 0 250 0 25 0 262000 1 136 1 1 120 0

85 1 910 0 50 0 235000 1.3 134 1 0 121 0

59 1 129 0 45 1 362000 1.1 139 1 1 121 0

66 1 72 0 40 1 242000 1.2 134 1 0 121 0

45 1 130 0 35 0 174000 0.8 139 1 1 121 0

63 1 582 0 40 0 448000 0.9 137 1 1 123 0

50 1 2334 1 35 0 75000 0.9 142 0 0 126 1

45 0 2442 1 30 0 334000 1.1 139 1 0 129 1

80 0 776 1 38 1 192000 1.3 135 0 0 130 1

53 0 196 0 60 0 220000 0.7 133 1 1 134 0

59 0 66 1 20 0 70000 2.4 134 1 0 135 1

65 0 582 1 40 0 270000 1 138 0 0 140 0

70 0 835 0 35 1 305000 0.8 133 0 0 145 0

51 1 582 1 35 0 263358.03 1.5 136 1 1 145 0

52 0 3966 0 40 0 325000 0.9 140 1 1 146 0

70 1 171 0 60 1 176000 1.1 145 1 1 146 0

50 1 115 0 20 0 189000 0.8 139 1 0 146 0

65 0 198 1 35 1 281000 0.9 137 1 1 146 0

60 1 95 0 60 0 337000 1 138 1 1 146 0

69 0 1419 0 40 0 105000 1 135 1 1 147 0

49 1 69 0 50 0 132000 1 140 0 0 147 0

63 1 122 1 60 0 267000 1.2 145 1 0 147 0

55 0 835 0 40 0 279000 0.7 140 1 1 147 0

40 0 478 1 30 0 303000 0.9 136 1 0 148 0

59 1 176 1 25 0 221000 1 136 1 1 150 1

65 0 395 1 25 0 265000 1.2 136 1 1 154 1

75 0 99 0 38 1 224000 2.5 134 1 0 162 1

58 1 145 0 25 0 219000 1.2 137 1 1 170 1

60.667 1 104 1 30 0 389000 1.5 136 1 0 171 1

50 0 582 0 50 0 153000 0.6 134 0 0 172 1

60 0 1896 1 25 0 365000 2.1 144 0 0 172 1

60.667 1 151 1 40 1 201000 1 136 0 0 172 0

40 0 244 0 45 1 275000 0.9 140 0 0 174 0

80 0 582 1 35 0 350000 2.1 134 1 0 174 0

64 1 62 0 60 0 309000 1.5 135 0 0 174 0

50 1 121 1 40 0 260000 0.7 130 1 0 175 0

73 1 231 1 30 0 160000 1.18 142 1 1 180 0

45 0 582 0 20 1 126000 1.6 135 1 0 180 1

77 1 418 0 45 0 223000 1.8 145 1 0 180 1

45 0 582 1 38 1 263358.03 1.18 137 0 0 185 0

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50 1 582 1 20 1 279000 1 134 0 0 186 0

60 0 1211 1 35 0 263358.03 1.8 113 1 1 186 0

63 1 1767 0 45 0 73000 0.7 137 1 0 186 0

45 0 308 1 60 1 377000 1 136 1 0 186 0

70 0 97 0 60 1 220000 0.9 138 1 0 186 0

60 0 59 0 25 1 212000 3.5 136 1 1 187 0

78 1 64 0 40 0 277000 0.7 137 1 1 187 0

50 1 167 1 45 0 362000 1 136 0 0 187 0

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85 0 212 0 38 0 186000 0.9 136 1 0 187 0

60 1 2281 1 40 0 283000 1 141 0 0 187 0

49 0 972 1 35 1 268000 0.8 130 0 0 187 0

70 0 212 1 17 1 389000 1 136 1 1 188 0

50 0 582 0 62 1 147000 0.8 140 1 1 192 0

78 0 224 0 50 0 481000 1.4 138 1 1 192 0

48 1 131 1 30 1 244000 1.6 130 0 0 193 1

65 1 135 0 35 1 290000 0.8 134 1 0 194 0

73 0 582 0 35 1 203000 1.3 134 1 0 195 0

70 0 1202 0 50 1 358000 0.9 141 0 0 196 0

54 1 427 0 70 1 151000 9 137 0 0 196 1

68 1 1021 1 35 0 271000 1.1 134 1 0 197 0

55 0 582 1 35 1 371000 0.7 140 0 0 197 0

73 0 582 0 20 0 263358.03 1.83 134 1 0 198 1

65 0 118 0 50 0 194000 1.1 145 1 1 200 0

42 1 86 0 35 0 365000 1.1 139 1 1 201 0

47 0 582 0 25 0 130000 0.8 134 1 0 201 0

58 0 582 1 25 0 504000 1 138 1 0 205 0

75 0 675 1 60 0 265000 1.4 125 0 0 205 0

58 1 57 0 25 0 189000 1.3 132 1 1 205 0

55 1 2794 0 35 1 141000 1 140 1 0 206 0

65 0 56 0 25 0 237000 5 130 0 0 207 0

72 0 211 0 25 0 274000 1.2 134 0 0 207 0

60 0 166 0 30 0 62000 1.7 127 0 0 207 1

70 0 93 0 35 0 185000 1.1 134 1 1 208 0

40 1 129 0 35 0 255000 0.9 137 1 0 209 0

53 1 707 0 38 0 330000 1.4 137 1 1 209 0

53 1 582 0 45 0 305000 1.1 137 1 1 209 0

77 1 109 0 50 1 406000 1.1 137 1 0 209 0

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55 1 180 0 45 0 263358.03 1.18 137 1 1 211 0

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65 0 582 1 30 0 249000 1.3 136 1 1 212 0

40 0 90 0 35 0 255000 1.1 136 1 1 212 0

73 1 1185 0 40 1 220000 0.9 141 0 0 213 0

54 0 582 1 38 0 264000 1.8 134 1 0 213 0

61 1 80 1 38 0 282000 1.4 137 1 0 213 0

55 0 2017 0 25 0 314000 1.1 138 1 0 214 1

64 0 143 0 25 0 246000 2.4 135 1 0 214 0

40 0 624 0 35 0 301000 1 142 1 1 214 0

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50 0 2522 0 30 1 404000 0.5 139 0 0 214 0

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50 0 245 0 45 1 274000 1 133 1 0 215 0

70 0 88 1 35 1 236000 1.2 132 0 0 215 0

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52 1 191 1 30 1 334000 1 142 1 1 216 0

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58 0 132 1 38 1 253000 1 139 1 0 230 0

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55 0 66 0 40 0 203000 1 138 1 0 233 0

62 1 655 0 40 0 283000 0.7 133 0 0 233 0

65 1 258 1 25 0 198000 1.4 129 1 0 235 1

68 1 157 1 60 0 208000 1 140 0 0 237 0

61 0 582 1 38 0 147000 1.2 141 1 0 237 0

50 1 298 0 35 0 362000 0.9 140 1 1 240 0

55 0 1199 0 20 0 263358.03 1.83 134 1 1 241 1

56 1 135 1 38 0 133000 1.7 140 1 0 244 0

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40 0 582 1 35 0 222000 1 132 1 0 244 0

44 0 582 1 30 1 263358.03 1.6 130 1 1 244 0

51 0 582 1 40 0 221000 0.9 134 0 0 244 0

67 0 213 0 38 0 215000 1.2 133 0 0 245 0

42 0 64 0 40 0 189000 0.7 140 1 0 245 0

60 1 257 1 30 0 150000 1 137 1 1 245 0

45 0 582 0 38 1 422000 0.8 137 0 0 245 0

70 0 618 0 35 0 327000 1.1 142 0 0 245 0

70 0 582 1 38 0 25100 1.1 140 1 0 246 0

50 1 1051 1 30 0 232000 0.7 136 0 0 246 0

55 0 84 1 38 0 451000 1.3 136 0 0 246 0

70 0 2695 1 40 0 241000 1 137 1 0 247 0

70 0 582 0 40 0 51000 2.7 136 1 1 250 0

42 0 64 0 30 0 215000 3.8 128 1 1 250 0

65 0 1688 0 38 0 263358.03 1.1 138 1 1 250 0

50 1 54 0 40 0 279000 0.8 141 1 0 250 0

55 1 170 1 40 0 336000 1.2 135 1 0 250 0

60 0 253 0 35 0 279000 1.7 140 1 0 250 0

45 0 582 1 55 0 543000 1 132 0 0 250 0

65 0 892 1 35 0 263358.03 1.1 142 0 0 256 0

90 1 337 0 38 0 390000 0.9 144 0 0 256 0

45 0 615 1 55 0 222000 0.8 141 0 0 257 0

60 0 320 0 35 0 133000 1.4 139 1 0 258 0

52 0 190 1 38 0 382000 1 140 1 1 258 0

63 1 103 1 35 0 179000 0.9 136 1 1 270 0

62 0 61 1 38 1 155000 1.1 143 1 1 270 0

55 0 1820 0 38 0 270000 1.2 139 0 0 271 0

45 0 2060 1 60 0 742000 0.8 138 0 0 278 0

45 0 2413 0 38 0 140000 1.4 140 1 1 280 0

50 0 196 0 45 0 395000 1.6 136 1 1 285 0

__MACOSX/._heart_failure_clinical_records_dataset.csv

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