wine_testing.csv

,Alcohol,Malicacid,Ash,Alcalinity_of_ash,Magnesium,Total_phenols,Flavanoids,Nonflavanoid_phenols,Proanthocyanins,Color_intensity,Hue,0D280_0D315_of_diluted_wines,Proline,class
13,14.75,1.73,2.39,11.4,91,3.1,3.69,0.43,2.81,5.4,1.25,2.73,1150,1
113,11.41,0.74,2.5,21.0,88,2.48,2.01,0.42,1.44,3.08,1.1,2.31,434,2
21,12.93,3.8,2.65,18.6,102,2.41,2.41,0.25,1.98,4.5,1.03,3.52,770,1
143,13.62,4.95,2.35,20.0,92,2.0,0.8,0.47,1.02,4.4,0.91,2.05,550,3
173,13.71,5.65,2.45,20.5,95,1.68,0.61,0.52,1.06,7.7,0.64,1.74,740,3
9,13.86,1.35,2.27,16.0,98,2.98,3.15,0.22,1.85,7.22,1.01,3.55,1045,1
52,13.82,1.75,2.42,14.0,111,3.88,3.74,0.32,1.87,7.05,1.01,3.26,1190,1
17,13.83,1.57,2.62,20.0,115,2.95,3.4,0.4,1.72,6.6,1.13,2.57,1130,1
131,12.88,2.99,2.4,20.0,104,1.3,1.22,0.24,0.83,5.4,0.74,1.42,530,3
2,13.16,2.36,2.67,18.6,101,2.8,3.24,0.3,2.81,5.68,1.03,3.17,1185,1
125,12.07,2.16,2.17,21.0,85,2.6,2.65,0.37,1.35,2.76,0.86,3.28,378,2
85,12.67,0.98,2.24,18.0,99,2.2,1.94,0.3,1.46,2.62,1.23,3.16,450,2
150,13.5,3.12,2.62,24.0,123,1.4,1.57,0.22,1.25,8.6,0.59,1.3,500,3
20,14.06,1.63,2.28,16.0,126,3.0,3.17,0.24,2.1,5.65,1.09,3.71,780,1
54,13.74,1.67,2.25,16.4,118,2.6,2.9,0.21,1.62,5.85,0.92,3.2,1060,1
164,13.78,2.76,2.3,22.0,90,1.35,0.68,0.41,1.03,9.58,0.7,1.68,615,3
144,12.25,3.88,2.2,18.5,112,1.38,0.78,0.29,1.14,8.21,0.65,2.0,855,3
19,13.64,3.1,2.56,15.2,116,2.7,3.03,0.17,1.66,5.1,0.96,3.36,845,1
170,12.2,3.03,2.32,19.0,96,1.25,0.49,0.4,0.73,5.5,0.66,1.83,510,3
45,14.21,4.04,2.44,18.9,111,2.85,2.65,0.3,1.25,5.24,0.87,3.33,1080,1
42,13.88,1.89,2.59,15.0,101,3.25,3.56,0.17,1.7,5.43,0.88,3.56,1095,1
154,12.58,1.29,2.1,20.0,103,1.48,0.58,0.53,1.4,7.6,0.58,1.55,640,3
157,12.45,3.03,2.64,27.0,97,1.9,0.58,0.63,1.14,7.5,0.67,1.73,880,3
114,12.08,1.39,2.5,22.5,84,2.56,2.29,0.43,1.04,2.9,0.93,3.19,385,2
75,11.66,1.88,1.92,16.0,97,1.61,1.57,0.34,1.15,3.8,1.23,2.14,428,2
101,12.6,1.34,1.9,18.5,88,1.45,1.36,0.29,1.35,2.45,1.04,2.77,562,2
6,14.39,1.87,2.45,14.6,96,2.5,2.52,0.3,1.98,5.25,1.02,3.58,1290,1
22,13.71,1.86,2.36,16.6,101,2.61,2.88,0.27,1.69,3.8,1.11,4.0,1035,1
60,12.33,1.1,2.28,16.0,101,2.05,1.09,0.63,0.41,3.27,1.25,1.67,680,2
40,13.56,1.71,2.31,16.2,117,3.15,3.29,0.34,2.34,6.13,0.95,3.38,795,1
62,13.67,1.25,1.92,18.0,94,2.1,1.79,0.32,0.73,3.8,1.23,2.46,630,2
68,13.34,0.94,2.36,17.0,110,2.53,1.3,0.55,0.42,3.17,1.02,1.93,750,2
149,13.08,3.9,2.36,21.5,113,1.41,1.39,0.34,1.14,9.4,0.57,1.33,550,3
106,12.25,1.73,2.12,19.0,80,1.65,2.03,0.37,1.63,3.4,1.0,3.17,510,2
26,13.39,1.77,2.62,16.1,93,2.85,2.94,0.34,1.45,4.8,0.92,3.22,1195,1
162,12.85,3.27,2.58,22.0,106,1.65,0.6,0.6,0.96,5.58,0.87,2.11,570,3