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Implement following algorithms on given dataset (Nave Bayes, K-Nearest Neighbor, Decision Tree, Linear Regression) 1: Data Set price size 201800 1160 538000 2570 180000 770
Implement following algorithms on given dataset (Nave Bayes, K-Nearest Neighbor, Decision Tree, Linear Regression)
1: Data Set price size 201800 1160 538000 2570 180000 770 604000 1960 510000 1680 1225000 5420 257500 1715 291850 1060 229500 1780 323000 1890 662500 3560 468000 1160 310000 1430 400000 1370 530000 1810 650000 2950 395000 1890 485000 1600 189000 1200 230000 1250
2: Data Set
Serial No. | GRE Score | TOEFL Score | University Rating | SOP | LOR | CGPA | Research | Chance of Admit | |||
1 | 337 | 118 | 4 | 4.5 | 4.5 | 9.65 | 1 | 0.92 | |||
2 | 324 | 107 | 4 | 4 | 4.5 | 8.87 | 1 | 0.76 | |||
3 | 316 | 104 | 3 | 3 | 3.5 | 8 | 1 | 0.72 | |||
4 | 322 | 110 | 3 | 3.5 | 2.5 | 8.67 | 1 | 0.8 | |||
5 | 314 | 103 | 2 | 2 | 3 | 8.21 | 0 | 0.65 | |||
6 | 330 | 115 | 5 | 4.5 | 3 | 9.34 | 1 | 0.9 | |||
7 | 321 | 109 | 3 | 3 | 4 | 8.2 | 1 | 0.75 | |||
8 | 308 | 101 | 2 | 3 | 4 | 7.9 | 0 | 0.68 | |||
9 | 302 | 102 | 1 | 2 | 1.5 | 8 | 0 | 0.5 | |||
10 | 323 | 108 | 3 | 3.5 | 3 | 8.6 | 0 | 0.45 | |||
11 | 325 | 106 | 3 | 3.5 | 4 | 8.4 | 1 | 0.52 | |||
12 | 327 | 111 | 4 | 4 | 4.5 | 9 | 1 | 0.84 | |||
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