Using that dataset, create a model that would predict the species of the fish. Assign amount of training set and test set to get more that 95% accurate predictions. Display confusion matrix.
Species Weight Length1 Length2 Length3 Height Width
Bream 242 23.2 25.4 30 11.52 4.02
Bream 290 24 26.3 31.2 12.48 4.3056
Bream 340 23.9 26.5 31.1 12.3778 4.6961
Bream 363 26.3 29 33.5 12.73 4.4555
Bream 430 26.5 29 34 12.444 5.134
Bream 450 26.8 29.7 34.7 13.6024 4.9274
Bream 500 26.8 29.7 34.5 14.1795 5.2785
Bream 390 27.6 30 35 12.67 4.69
Bream 450 27.6 30 35.1 14.0049 4.8438
Bream 500 28.5 30.7 36.2 14.2266 4.9594
Bream 475 28.4 31 36.2 14.2628 5.1042
Bream 500 28.7 31 36.2 14.3714 4.8146
Bream 500 29.1 31.5 36.4 13.7592 4.368
Bream 340 29.5 32 37.3 13.9129 5.0728
Bream 600 29.4 32 37.2 14.9544 5.1708
Bream 600 29.4 32 37.2 15.438 5.58
Bream 700 30.4 33 38.3 14.8604 5.2854
Bream 700 30.4 33 38.5 14.938 5.1975
Bream 610 30.9 33.5 38.6 15.633 5.1338
Bream 650 31 33.5 38.7 14.4738 5.7276
Bream 575 31.3 34 39.5 15.1285 5.5695
Bream 685 31.4 34 39.2 15.9936 5.3704
Bream 620 31.5 34.5 39.7 15.5227 5.2801
Bream 680 31.8 35 40.6 15.4686 6.1306
Bream 700 31.9 35 40.5 16.2405 5.589
Bream 725 31.8 35 40.9 16.36 6.0532
Bream 720 32 35 40.6 16.3618 6.09
Bream 714 32.7 36 41.5 16.517 5.8515
Bream 850 32.8 36 41.6 16.8896 6.1984
Bream 1000 33.5 37 42.6 18.957 6.603
Bream 920 35 38.5 44.1 18.0369 6.3063
Bream 955 35 38.5 44 18.084 6.292
Bream 925 36.2 39.5 45.3 18.7542 6.7497
Bream 975 37.4 41 45.9 18.6354 6.7473
Bream 950 38 41 46.5 17.6235 6.3705
Roach 40 12.9 14.1 16.2 4.1472 2.268
Roach 69 16.5 18.2 20.3 5.2983 2.8217
Roach 78 17.5 18.8 21.2 5.5756 2.9044
Roach 87 18.2 19.8 22.2 5.6166 3.1746
Roach 120 18.6 20 22.2 6.216 3.5742
Roach 0 19 20.5 22.8 6.4752 3.3516
Roach 110 19.1 20.8 23.1 6.1677 3.3957
Roach 120 19.4 21 23.7 6.1146 3.2943
Roach 150 20.4 22 24.7 5.8045 3.7544
Roach 145 20.5 22 24.3 6.6339 3.5478
Roach 160 20.5 22.5 25.3 7.0334 3.8203
Roach 140 21 22.5 25 6.55 3.325
Roach 160 21.1 22.5 25 6.4 3.8
Roach 169 22 24 27.2 7.5344 3.8352
Roach 161 22 23.4 26.7 6.9153 3.6312
Roach 200 22.1 23.5 26.8 7.3968 4.1272
Roach 180 23.6 25.2 27.9 7.0866 3.906
Roach 290 24 26 29.2 8.8768 4.4968
Roach 272 25 27 30.6 8.568 4.7736
Roach 390 29.5 31.7 35 9.485 5.355
Whitefish 270 23.6 26 28.7 8.3804 4.2476
Whitefish 270 24.1 26.5 29.3 8.1454 4.2485
Whitefish 306 25.6 28 30.8 8.778 4.6816
Whitefish 540 28.5 31 34 10.744 6.562
Whitefish 800 33.7 36.4 39.6 11.7612 6.5736
Whitefish 1000 37.3 40 43.5 12.354 6.525
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