wheat.data

id,area,perimeter,compactness,length,width,asymmetry,groove,wheat_type
0,15.26,14.84,0.871,5.763,3.312,2.221,5.22,kama
1,14.88,14.57,0.8811,5.554,3.333,1.018,4.956,kama
2,14.29,14.09,0.905,5.291,3.337,2.699,4.825,kama
3,13.84,13.94,0.8955,5.324,3.379,2.259,4.805,kama
4,16.14,14.99,0.9034,5.658,3.562,1.355,5.175,kama
5,14.38,14.21,0.8951,5.386,3.312,2.462,4.956,kama
6,14.69,14.49,0.8799,5.563,3.259,3.586,5.219,kama
7,14.11,14.1,0.8911,5.42,3.302,2.7,,canadian
8,16.63,15.46,0.8747,6.053,3.465,2.04,5.877,kama
9,16.44,15.25,0.888,5.884,3.505,1.969,5.533,kama
10,15.26,14.85,0.8696,5.714,3.242,4.543,5.314,kama
11,14.03,14.16,0.8796,5.438,3.201,1.717,5.001,kama
12,13.89,14.02,0.888,5.439,3.199,3.986,4.738,kama
13,13.78,14.06,0.8759,5.479,3.156,3.136,4.872,kama
14,13.74,14.05,0.8744,5.482,3.114,2.932,4.825,kama
15,14.59,14.28,0.8993,5.351,3.333,4.185,4.781,kama
16,13.99,13.83,0.9183,5.119,3.383,5.234,4.781,kama
17,15.69,14.75,0.9058,5.527,3.514,1.599,5.046,kama
18,14.7,14.21,0.9153,5.205,3.466,1.767,4.649,kama
19,12.72,13.57,0.8686,5.226,3.049,4.102,4.914,kama
20,14.16,14.4,0.8584,5.658,3.129,3.072,5.176,kama
21,14.11,14.26,0.8722,5.52,3.168,2.688,5.219,kama
22,15.88,14.9,0.8988,5.618,3.507,0.7651,5.091,kama
23,12.08,13.23,0.8664,5.099,2.936,1.415,4.961,kama
24,15.01,14.76,0.8657,5.789,3.245,1.791,5.001,kama
25,16.19,15.16,0.8849,5.833,3.421,0.903,5.307,kama
26,13.02,13.76,0.8641,5.395,3.026,3.373,4.825,kama
27,12.74,13.67,0.8564,5.395,2.956,2.504,4.869,kama
28,14.11,14.18,0.882,5.541,3.221,2.754,5.038,kama
29,13.45,14.02,0.8604,5.516,3.065,3.531,5.097,kama
30,13.16,13.82,0.8662,5.454,2.975,0.8551,5.056,kama
31,15.49,14.94,0.8724,5.757,3.371,3.412,5.228,kama
32,14.09,14.41,0.8529,5.717,3.186,3.92,5.299,kama
33,13.94,14.17,0.8728,5.585,3.15,2.124,5.012,kama
34,15.05,14.68,0.8779,5.712,3.328,2.129,5.36,kama
35,16.12,15.0,,0.9,,5.709,3.485,canadian
36,16.2,15.27,0.8734,5.826,3.464,2.823,5.527,kama
37,17.08,15.38,0.9079,5.832,3.683,2.956,5.484,kama
38,14.8,14.52,0.8823,5.656,3.288,3.112,5.309,kama
39,14.28,14.17,0.8944,5.397,3.298,6.685,5.001,kama
40,13.54,13.85,0.8871,5.348,3.156,2.587,5.178,kama
41,13.5,13.85,0.8852,5.351,3.158,2.249,5.176,kama
42,13.16,13.55,0.9009,5.138,3.201,2.461,4.783,kama
43,15.5,14.86,0.882,5.877,3.396,4.711,5.528,kama
44,15.11,14.54,0.8986,5.579,3.462,3.128,5.18,kama
45,13.8,14.04,0.8794,5.376,3.155,1.56,4.961,kama
46,15.36,14.76,0.8861,5.701,3.393,1.367,5.132,kama
47,14.99,14.56,0.8883,5.57,3.377,2.958,5.175,kama
48,14.79,14.52,0.8819,5.545,3.291,2.704,5.111,kama
49,14.86,14.67,0.8676,5.678,3.258,2.129,5.351,kama
50,14.43,14.4,0.8751,5.585,3.272,3.975,5.144,kama
51,15.78,14.91,0.8923,5.674,3.434,5.593,5.136,kama
52,14.49,14.61,0.8538,5.715,3.113,4.116,5.396,kama
53,14.33,14.28,0.8831,5.504,3.199,3.328,5.224,kama
54,14.52,14.6,0.8557,5.741,3.113,1.481,5.487,kama
55,15.03,14.77,0.8658,5.702,3.212,1.933,5.439,kama
56,14.46,14.35,0.8818,5.388,3.377,2.802,5.044,kama
57,14.92,14.43,0.9006,5.384,3.412,1.142,5.088,kama
58,15.38,14.77,0.8857,5.662,3.419,1.999,5.222,kama
59,12.11,13.47,0.8392,5.159,3.032,1.502,4.519,kama
60,11.42,12.86,0.8683,5.008,2.85,2.7,,canadian
61,11.23,12.63,0.884,4.902,2.879,2.269,4.703,kama
62,12.36,13.19,0.8923,5.076,3.042,3.22,4.605,kama
63,13.22,13.84,0.868,5.395,3.07,4.157,5.088,kama
64,12.78,13.57,0.8716,5.262,3.026,1.176,4.782,kama
65,12.88,13.5,0.8879,5.139,3.119,2.352,4.607,kama
66,14.34,14.37,0.8726,5.63,3.19,1.313,5.15,kama
67,14.01,14.29,0.8625,5.609,3.158,2.217,5.132,kama
68,14.37,14.39,0.8726,5.569,3.153,1.464,5.3,canadian
69,12.73,13.75,0.8458,5.412,2.882,3.533,5.067,kama
70,17.63,15.98,0.8673,6.191,3.561,4.076,6.06,rosa
71,16.84,15.67,0.8623,5.998,3.484,4.675,5.877,rosa
72,17.26,15.73,0.8763,5.978,3.594,4.539,5.791,rosa
73,19.11,16.26,0.9081,6.154,3.93,2.936,6.079,rosa
74,16.82,15.51,0.8786,6.017,3.486,4.004,5.841,rosa
75,16.77,15.62,0.8638,5.927,3.438,4.92,5.795,rosa
76,17.32,15.91,0.8599,6.064,3.403,3.824,5.922,rosa
77,20.71,17.23,0.8763,6.579,3.814,4.451,6.451,rosa
78,18.94,16.49,0.875,6.445,3.639,5.064,6.362,rosa
79,17.12,15.55,0.8892,5.85,3.566,2.858,5.746,rosa
80,16.53,15.34,0.8823,5.875,3.467,5.532,5.88,rosa
81,18.72,16.19,0.8977,6.006,3.857,5.324,5.879,rosa
82,20.2,16.89,0.8894,6.285,3.864,5.173,6.187,rosa
83,19.57,16.74,0.8779,6.384,3.772,1.472,6.273,rosa
84,19.51,16.71,0.878,6.366,3.801,2.962,6.185,rosa
85,18.27,16.09,0.887,6.173,3.651,2.443,6.197,rosa
86,18.88,16.26,0.8969,6.084,3.764,1.649,6.109,rosa
87,18.98,16.66,0.859,6.549,3.67,3.691,6.498,rosa
88,21.18,17.21,0.8989,6.573,4.033,5.78,6.231,rosa
89,20.88,17.05,0.9031,6.45,4.032,5.016,6.321,rosa
90,20.1,16.99,0.8746,6.581,3.785,1.955,6.449,rosa
91,18.76,16.2,0.8984,6.172,3.796,3.12,6.053,rosa
92,18.81,16.29,0.8906,6.272,3.693,3.237,6.053,rosa
93,18.59,16.05,0.9066,6.037,3.86,6.001,5.877,rosa
94,18.36,16.52,0.8452,6.666,3.485,4.933,6.448,rosa
95,16.87,15.65,0.8648,6.139,3.463,3.696,5.967,rosa
96,19.31,16.59,0.8815,6.341,3.81,3.477,6.238,rosa
97,18.98,16.57,0.8687,6.449,3.552,2.144,6.453,rosa
98,18.17,16.26,0.8637,6.271,3.512,2.853,6.273,rosa
99,18.72,16.34,0.881,6.219,3.684,2.188,6.097,rosa
100,16.41,15.25,0.8866,5.718,3.525,4.217,5.618,rosa
101,17.99,15.86,0.8992,5.89,3.694,2.068,5.837,rosa
102,19.46,16.5,0.8985,6.113,3.892,4.308,6.009,rosa
103,19.18,16.63,0.8717,6.369,3.681,3.357,6.229,rosa
104,18.95,16.42,0.8829,6.248,3.755,3.368,6.148,rosa
105,18.83,16.29,0.8917,6.037,3.786,2.553,5.879,rosa
106,18.85,16.17,0.9056,6.152,3.806,2.843,6.2,canadian
107,17.63,15.86,0.88,6.033,3.573,3.747,5.929,rosa
108,19.94,16.92,0.8752,6.675,3.763,3.252,6.55,rosa
109,18.55,16.22,0.8865,6.153,3.674,1.738,5.894,rosa
110,18.45,16.12,0.8921,6.107,3.769,2.235,5.794,rosa
111,19.38,16.72,0.8716,6.303,3.791,3.678,5.965,rosa
112,19.13,16.31,0.9035,6.183,3.902,2.109,5.924,rosa
113,19.14,16.61,0.8722,6.259,3.737,6.682,6.053,rosa
114,20.97,17.25,0.8859,6.563,3.991,4.677,6.316,rosa
115,19.06,16.45,0.8854,6.416,3.719,2.248,6.163,rosa
116,18.96,16.2,0.9077,6.051,3.897,4.334,5.75,rosa
117,19.15,16.45,0.889,6.245,3.815,3.084,6.185,rosa
118,18.89,16.23,0.9008,6.227,3.769,3.639,5.966,rosa
119,20.03,16.9,0.8811,6.493,3.857,3.063,6.32,rosa
120,20.24,16.91,0.8897,6.315,3.962,5.901,6.188,rosa
121,18.14,16.12,0.8772,6.059,3.563,3.619,6.011,rosa
122,16.17,15.38,0.8588,5.762,3.387,4.286,5.703,rosa
123,18.43,15.97,0.9077,5.98,3.771,2.984,5.905,rosa
124,15.99,14.89,0.9064,5.363,3.582,3.336,5.144,rosa
125,18.75,16.18,0.8999,6.111,3.869,4.188,5.992,rosa
126,18.65,16.41,0.8698,6.285,3.594,4.391,6.102,rosa
127,17.98,15.85,0.8993,5.979,3.687,2.257,5.919,rosa
128,20.16,17.03,0.8735,6.513,3.773,1.91,6.185,rosa
129,17.55,15.66,0.8991,5.791,3.69,5.366,5.661,rosa
130,18.3,15.89,0.9108,5.979,3.755,2.837,5.962,rosa
131,18.94,16.32,0.8942,6.144,3.825,2.908,5.949,rosa
132,15.38,14.9,0.8706,5.884,3.268,4.462,5.795,rosa
133,16.16,15.33,0.8644,5.845,3.395,4.266,5.795,rosa
134,15.56,14.89,0.8823,5.776,3.408,4.972,5.847,rosa
135,15.38,14.66,0.899,5.477,3.465,3.6,,canadian
136,17.36,15.76,0.8785,6.145,3.574,3.526,5.971,rosa
137,15.57,15.15,0.8527,5.92,3.231,2.64,5.879,rosa
138,15.6,15.11,0.858,5.832,3.286,2.725,5.752,rosa
139,16.23,15.18,0.885,5.872,3.472,3.769,5.922,rosa
140,13.07,13.92,0.848,5.472,2.994,5.304,5.395,canadian
141,13.32,13.94,0.8613,5.541,3.073,7.035,5.44,canadian
142,13.34,13.95,0.862,5.389,3.074,5.995,5.307,canadian
143,12.22,13.32,0.8652,5.224,2.967,5.469,5.221,canadian
144,11.82,13.4,0.8274,5.314,2.777,4.471,5.178,canadian
145,11.21,13.13,0.8167,5.279,2.687,6.169,5.275,canadian
146,11.43,13.13,0.8335,5.176,2.719,2.221,5.132,canadian
147,12.49,13.46,0.8658,5.267,2.967,4.421,5.002,canadian
148,12.7,13.71,0.8491,5.386,2.911,3.26,5.316,canadian
149,10.79,12.93,0.8107,5.317,2.648,5.462,5.194,canadian
150,11.83,13.23,0.8496,5.263,2.84,5.195,5.307,canadian
151,12.01,13.52,0.8249,5.405,2.776,6.992,5.27,canadian
152,12.26,13.6,0.8333,5.408,2.833,4.756,5.36,canadian
153,11.18,13.04,0.8266,5.22,2.693,3.332,5.001,canadian
154,11.36,13.05,0.8382,5.175,2.755,4.048,5.263,canadian
155,11.19,13.05,0.8253,5.25,2.675,5.813,5.219,canadian
156,11.34,12.87,0.8596,5.053,2.849,3.347,5.003,canadian
157,12.13,13.73,0.8081,5.394,2.745,4.825,5.22,canadian
158,11.75,13.52,0.8082,5.444,2.678,4.378,5.31,canadian
159,11.49,13.22,0.8263,5.304,2.695,5.388,5.31,canadian
160,12.54,13.67,0.8425,5.451,2.879,3.082,5.491,canadian
161,12.02,13.33,0.8503,5.35,2.81,4.271,5.308,canadian
162,12.05,13.41,0.8416,5.267,2.847,4.988,5.046,canadian
163,12.55,13.57,0.8558,5.333,2.968,4.419,5.176,canadian
164,11.14,12.79,0.8558,5.011,2.794,6.388,5.049,canadian
165,12.1,13.15,0.8793,5.105,2.941,2.201,5.056,canadian
166,12.44,13.59,0.8462,5.319,2.897,4.924,5.27,canadian
167,12.15,13.45,0.8443,5.417,2.837,3.638,5.338,canadian
168,11.35,13.12,0.8291,5.176,2.668,4.337,5.132,canadian
169,11.24,13.0,,0.8359,5.09,2.715,3.521,canadian
170,11.02,13.0,,0.8189,5.325,2.701,6.735,canadian
171,11.55,13.1,0.8455,5.167,2.845,6.715,4.956,canadian
172,11.27,12.97,0.8419,5.088,2.763,4.309,5.0,canadian
173,11.4,13.08,0.8375,5.136,2.763,5.588,5.089,canadian
174,10.83,12.96,0.8099,5.278,2.641,5.182,5.185,canadian
175,10.8,12.57,0.859,4.981,2.821,4.773,5.063,canadian
176,11.26,13.01,0.8355,5.186,2.71,5.335,5.092,canadian
177,10.74,12.73,0.8329,5.145,2.642,4.702,4.963,canadian
178,11.48,13.05,0.8473,5.18,2.758,5.876,5.002,canadian
179,12.21,13.47,0.8453,5.357,2.893,1.661,5.178,canadian
180,11.41,12.95,0.856,5.09,2.775,4.957,4.825,canadian
181,12.46,13.41,0.8706,5.236,3.017,4.987,5.147,canadian
182,12.19,13.36,0.8579,5.24,2.909,4.857,5.158,canadian
183,11.65,13.07,0.8575,5.108,2.85,5.209,5.135,canadian
184,12.89,13.77,0.8541,5.495,3.026,6.185,5.316,canadian
185,11.56,13.31,0.8198,5.363,2.683,4.062,5.182,canadian
186,11.81,13.45,0.8198,5.413,2.716,4.898,5.352,canadian
187,10.91,12.8,0.8372,5.088,2.675,4.179,4.956,canadian
188,11.23,12.82,0.8594,5.089,2.821,7.524,4.957,canadian
189,10.59,12.41,0.8648,4.899,2.787,4.975,4.794,canadian
190,10.93,12.8,0.839,5.046,2.717,5.398,5.045,canadian
191,11.27,12.86,0.8563,5.091,2.804,3.985,5.001,canadian
192,11.87,13.02,0.8795,5.132,2.953,3.597,5.132,canadian
193,10.82,12.83,0.8256,5.18,2.63,4.853,5.089,canadian
194,12.11,13.27,0.8639,5.236,2.975,4.132,5.012,canadian
195,12.8,13.47,0.886,5.16,3.126,4.873,4.914,canadian
196,12.79,13.53,0.8786,5.224,3.054,5.483,4.958,canadian
197,13.37,13.78,0.8849,5.32,3.128,4.67,5.091,canadian
198,12.62,13.67,0.8481,5.41,2.911,3.306,5.231,canadian
199,12.76,13.38,0.8964,5.073,3.155,2.828,4.83,canadian
200,12.38,13.44,0.8609,5.219,2.989,5.472,5.045,canadian
201,12.67,13.32,0.8977,4.984,3.135,2.3,,canadian
202,11.18,12.72,0.868,5.009,2.81,4.051,4.828,canadian
203,12.7,13.41,0.8874,5.183,3.091,8.456,5.0,canadian
204,12.37,13.47,0.8567,5.204,2.96,3.919,5.001,canadian
205,12.19,13.2,0.8783,5.137,2.981,3.631,4.87,canadian
206,11.23,12.88,0.8511,5.14,2.795,4.325,5.003,canadian
207,13.2,13.66,0.8883,5.236,3.232,8.315,5.056,canadian
208,11.84,13.21,0.8521,5.175,2.836,3.598,5.044,canadian
209,12.3,13.34,0.8684,5.243,2.974,5.637,5.063,canadian