| A | B | C | D | E | F | G | H | I | J | K | L | M | N | O | P | Q | R | S | T | U | V | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 合計^2寄与率 | 92% | 99% | 98% | 93% | ggbiplotから | 説明寄与率 | |||||||||||||||
2 | pcr2への寄与率|相関 | -36% | -88% | -2% | -6% | 73% | 23% | 4% | 1% | |||||||||||||
3 | pcr1への寄与率|相関 | 89% | -46% | 99% | 96% | 2.92 | 0.91 | 0.15 | 0.02 | |||||||||||||
4 | 標準偏差 | 0.83 | 0.44 | 1.77 | 0.76 | 1.71 | 0.96 | 0.38 | 0.14 | |||||||||||||
5 | 平均 | 5.84 | 3.06 | 3.76 | 1.20 | 0.00 | 0.00 | 0.00 | 0.00 | |||||||||||||
6 | Dataset Order | Sepal length | Sepal width | Petal length | Petal width | Species | sd_sep_L | sd_sep_W | sd_pet_L | sd_pet_W | prin1 | prin2 | prin3 | prin4 | 相関行列 | B | ||||||
7 | 1 | 5.10 | 3.50 | 1.40 | 0.20 | setosa | -0.90 | 1.02 | -1.34 | -1.31 | -2.26 | -0.48 | -0.13 | 0.02 | sep.len | sep.wid | pet.len | pet.wid | #N/A | |||
8 | 2 | 4.90 | 3.00 | 1.40 | 0.20 | setosa | -1.14 | -0.13 | -1.34 | -1.31 | -2.08 | 0.67 | -0.24 | 0.10 | sep.len | 1.00 | -0.12 | 0.87 | 0.82 | |||
9 | 3 | 4.70 | 3.20 | 1.30 | 0.20 | setosa | -1.38 | 0.33 | -1.39 | -1.31 | -2.36 | 0.34 | 0.04 | 0.03 | sep.wid | 1.00 | -0.43 | -0.37 | ||||
10 | 4 | 4.60 | 3.10 | 1.50 | 0.20 | setosa | -1.50 | 0.10 | -1.28 | -1.31 | -2.29 | 0.60 | 0.09 | -0.07 | pet.len | 1.00 | 0.96 | |||||
11 | 5 | 5.00 | 3.60 | 1.40 | 0.30 | setosa | -1.02 | 1.25 | -1.34 | -1.18 | -2.31 | -0.65 | 0.10 | 0.03 | pet.wid | 1.00 | ||||||
12 | 6 | 5.40 | 3.90 | 1.70 | 0.40 | setosa | -0.54 | 1.93 | -1.17 | -1.05 | -2.07 | -1.48 | 0.03 | 0.01 | 1.7 | 1.0 | 0.4 | 0.1 | ||||
13 | 7 | 4.60 | 3.40 | 1.40 | 0.30 | setosa | -1.50 | 0.79 | -1.34 | -1.18 | -2.44 | -0.05 | 0.33 | -0.04 | pythonで別途計算 | 73% | 96% | 99% | 100% | |||
14 | 8 | 5.00 | 3.40 | 1.50 | 0.20 | setosa | -1.02 | 0.79 | -1.28 | -1.31 | -2.23 | -0.22 | -0.09 | -0.03 | 固有値 | 2.92 | 0.91 | 0.15 | 0.02 | |||
15 | 9 | 4.40 | 2.90 | 1.40 | 0.20 | setosa | -1.74 | -0.36 | -1.34 | -1.31 | -2.33 | 1.11 | 0.14 | -0.03 | eg_vec1 | 0.52 | -0.38 | -0.72 | 0.26 | 負荷量 | ||
16 | 10 | 4.90 | 3.10 | 1.50 | 0.10 | setosa | -1.14 | 0.10 | -1.28 | -1.44 | -2.18 | 0.47 | -0.25 | -0.04 | eg_vec2 | -0.27 | -0.92 | 0.24 | -0.12 | 負荷量 | ||
17 | 11 | 5.40 | 3.70 | 1.50 | 0.20 | setosa | -0.54 | 1.47 | -1.28 | -1.31 | -2.16 | -1.04 | -0.27 | 0.02 | eg_vec3 | 0.58 | -0.02 | 0.14 | -0.80 | 負荷量 | ||
18 | 12 | 4.80 | 3.40 | 1.60 | 0.20 | setosa | -1.26 | 0.79 | -1.22 | -1.31 | -2.32 | -0.13 | 0.09 | -0.13 | eg_vec4 | 0.56 | -0.07 | 0.63 | 0.52 | 負荷量 | ||
19 | 13 | 4.80 | 3.00 | 1.40 | 0.10 | setosa | -1.26 | -0.13 | -1.34 | -1.44 | -2.21 | 0.73 | -0.23 | 0.00 | 直交性 | 0.00 | 0.00 | 0.00 | ||||
20 | 14 | 4.30 | 3.00 | 1.10 | 0.10 | setosa | -1.86 | -0.13 | -1.51 | -1.44 | -2.63 | 0.96 | 0.18 | -0.02 | 0.00 | 0.00 | ||||||
21 | 15 | 5.80 | 4.00 | 1.20 | 0.20 | setosa | -0.05 | 2.16 | -1.45 | -1.31 | -2.19 | -1.85 | -0.47 | 0.19 | 0.00 | |||||||
22 | 16 | 5.70 | 4.40 | 1.50 | 0.40 | setosa | -0.17 | 3.08 | -1.28 | -1.05 | -2.26 | -2.68 | 0.03 | 0.05 | ||||||||
23 | 17 | 5.40 | 3.90 | 1.30 | 0.40 | setosa | -0.54 | 1.93 | -1.39 | -1.05 | -2.20 | -1.48 | -0.01 | 0.19 | ||||||||
24 | 18 | 5.10 | 3.50 | 1.40 | 0.30 | setosa | -0.90 | 1.02 | -1.34 | -1.18 | -2.18 | -0.49 | -0.05 | 0.09 | ||||||||
25 | 19 | 5.70 | 3.80 | 1.70 | 0.30 | setosa | -0.17 | 1.70 | -1.17 | -1.18 | -1.89 | -1.40 | -0.37 | 0.06 | ||||||||
26 | 20 | 5.10 | 3.80 | 1.50 | 0.30 | setosa | -0.90 | 1.70 | -1.28 | -1.18 | -2.34 | -1.12 | 0.13 | -0.04 | ||||||||
27 | 21 | 5.40 | 3.40 | 1.70 | 0.20 | setosa | -0.54 | 0.79 | -1.17 | -1.31 | -1.91 | -0.41 | -0.42 | 0.01 | ||||||||
28 | 22 | 5.10 | 3.70 | 1.50 | 0.40 | setosa | -0.90 | 1.47 | -1.28 | -1.05 | -2.20 | -0.92 | 0.16 | 0.06 | ||||||||
29 | 23 | 4.60 | 3.60 | 1.00 | 0.20 | setosa | -1.50 | 1.25 | -1.56 | -1.31 | -2.77 | -0.46 | 0.33 | 0.02 | ||||||||
30 | 24 | 5.10 | 3.30 | 1.70 | 0.50 | setosa | -0.90 | 0.56 | -1.17 | -0.92 | -1.81 | -0.09 | 0.03 | 0.15 | ||||||||
31 | 25 | 4.80 | 3.40 | 1.90 | 0.20 | setosa | -1.26 | 0.79 | -1.05 | -1.31 | -2.22 | -0.14 | 0.12 | -0.27 | ||||||||
32 | 26 | 5.00 | 3.00 | 1.60 | 0.20 | setosa | -1.02 | -0.13 | -1.22 | -1.31 | -1.95 | 0.62 | -0.31 | 0.04 | ||||||||
33 | 27 | 5.00 | 3.40 | 1.60 | 0.40 | setosa | -1.02 | 0.79 | -1.22 | -1.05 | -2.05 | -0.24 | 0.08 | 0.07 | ||||||||
34 | 28 | 5.20 | 3.50 | 1.50 | 0.20 | setosa | -0.78 | 1.02 | -1.28 | -1.31 | -2.16 | -0.53 | -0.21 | 0.01 | ||||||||
35 | 29 | 5.20 | 3.40 | 1.40 | 0.20 | setosa | -0.78 | 0.79 | -1.34 | -1.31 | -2.13 | -0.31 | -0.27 | 0.08 | ||||||||
36 | 30 | 4.70 | 3.20 | 1.60 | 0.20 | setosa | -1.38 | 0.33 | -1.22 | -1.31 | -2.26 | 0.34 | 0.07 | -0.11 | ||||||||
37 | 31 | 4.80 | 3.10 | 1.60 | 0.20 | setosa | -1.26 | 0.10 | -1.22 | -1.31 | -2.13 | 0.50 | -0.08 | -0.05 | ||||||||
38 | 32 | 5.40 | 3.40 | 1.50 | 0.40 | setosa | -0.54 | 0.79 | -1.28 | -1.05 | -1.83 | -0.42 | -0.27 | 0.24 | ||||||||
39 | 33 | 5.20 | 4.10 | 1.50 | 0.10 | setosa | -0.78 | 2.39 | -1.28 | -1.44 | -2.61 | -1.79 | 0.05 | -0.23 | ||||||||
40 | 34 | 5.50 | 4.20 | 1.40 | 0.20 | setosa | -0.41 | 2.62 | -1.34 | -1.31 | -2.44 | -2.14 | -0.08 | -0.05 | ||||||||
41 | 35 | 4.90 | 3.10 | 1.50 | 0.20 | setosa | -1.14 | 0.10 | -1.28 | -1.31 | -2.10 | 0.46 | -0.17 | 0.03 | ||||||||
42 | 36 | 5.00 | 3.20 | 1.20 | 0.20 | setosa | -1.02 | 0.33 | -1.45 | -1.31 | -2.20 | 0.21 | -0.23 | 0.17 | ||||||||
43 | 37 | 5.50 | 3.50 | 1.30 | 0.20 | setosa | -0.41 | 1.02 | -1.39 | -1.31 | -2.04 | -0.66 | -0.48 | 0.19 | ||||||||
44 | 38 | 4.90 | 3.60 | 1.40 | 0.10 | setosa | -1.14 | 1.25 | -1.34 | -1.44 | -2.52 | -0.59 | 0.02 | -0.14 | ||||||||
45 | 39 | 4.40 | 3.00 | 1.30 | 0.20 | setosa | -1.74 | -0.13 | -1.39 | -1.31 | -2.42 | 0.90 | 0.19 | -0.01 | ||||||||
46 | 40 | 5.10 | 3.40 | 1.50 | 0.20 | setosa | -0.90 | 0.79 | -1.28 | -1.31 | -2.16 | -0.27 | -0.18 | 0.01 | ||||||||
47 | 41 | 5.00 | 3.50 | 1.30 | 0.30 | setosa | -1.02 | 1.02 | -1.39 | -1.18 | -2.28 | -0.44 | 0.03 | 0.11 | ||||||||
48 | 42 | 4.50 | 2.30 | 1.30 | 0.30 | setosa | -1.62 | -1.74 | -1.39 | -1.18 | -1.85 | 2.33 | -0.20 | 0.29 | ||||||||
49 | 43 | 4.40 | 3.20 | 1.30 | 0.20 | setosa | -1.74 | 0.33 | -1.39 | -1.31 | -2.55 | 0.48 | 0.30 | -0.07 | ||||||||
50 | 44 | 5.00 | 3.50 | 1.60 | 0.60 | setosa | -1.02 | 1.02 | -1.22 | -0.79 | -1.96 | -0.47 | 0.31 | 0.18 | ||||||||
51 | 45 | 5.10 | 3.80 | 1.90 | 0.40 | setosa | -0.90 | 1.70 | -1.05 | -1.05 | -2.13 | -1.14 | 0.25 | -0.15 | ||||||||
52 | 46 | 4.80 | 3.00 | 1.40 | 0.30 | setosa | -1.26 | -0.13 | -1.34 | -1.18 | -2.06 | 0.71 | -0.07 | 0.14 | ||||||||
53 | 47 | 5.10 | 3.80 | 1.60 | 0.20 | setosa | -0.90 | 1.70 | -1.22 | -1.31 | -2.38 | -1.12 | 0.06 | -0.15 | ||||||||
54 | 48 | 4.60 | 3.20 | 1.40 | 0.20 | setosa | -1.50 | 0.33 | -1.34 | -1.31 | -2.39 | 0.39 | 0.14 | -0.05 | ||||||||
55 | 49 | 5.30 | 3.70 | 1.50 | 0.20 | setosa | -0.66 | 1.47 | -1.28 | -1.31 | -2.22 | -0.99 | -0.18 | -0.02 | ||||||||
56 | 50 | 5.00 | 3.30 | 1.40 | 0.20 | setosa | -1.02 | 0.56 | -1.34 | -1.31 | -2.20 | -0.01 | -0.15 | 0.05 | ||||||||
57 | 51 | 7.00 | 3.20 | 4.70 | 1.40 | versicolor | 1.40 | 0.33 | 0.53 | 0.26 | 1.10 | -0.86 | -0.68 | 0.03 | ||||||||
58 | 52 | 6.40 | 3.20 | 4.50 | 1.50 | versicolor | 0.67 | 0.33 | 0.42 | 0.39 | 0.73 | -0.59 | -0.09 | 0.00 | ||||||||
59 | 53 | 6.90 | 3.10 | 4.90 | 1.50 | versicolor | 1.28 | 0.10 | 0.65 | 0.39 | 1.24 | -0.61 | -0.55 | 0.01 | ||||||||
60 | 54 | 5.50 | 2.30 | 4.00 | 1.30 | versicolor | -0.41 | -1.74 | 0.14 | 0.13 | 0.41 | 1.75 | -0.02 | 0.07 | ||||||||
61 | 55 | 6.50 | 2.80 | 4.60 | 1.50 | versicolor | 0.79 | -0.59 | 0.48 | 0.39 | 1.07 | 0.21 | -0.40 | 0.10 | ||||||||
62 | 56 | 5.70 | 2.80 | 4.50 | 1.30 | versicolor | -0.17 | -0.59 | 0.42 | 0.13 | 0.39 | 0.59 | 0.12 | -0.24 | ||||||||
63 | 57 | 6.30 | 3.30 | 4.70 | 1.60 | versicolor | 0.55 | 0.56 | 0.53 | 0.53 | 0.74 | -0.77 | 0.15 | -0.08 | ||||||||
64 | 58 | 4.90 | 2.40 | 3.30 | 1.00 | versicolor | -1.14 | -1.51 | -0.26 | -0.26 | -0.49 | 1.85 | 0.25 | -0.04 | ||||||||
65 | 59 | 6.60 | 2.90 | 4.60 | 1.30 | versicolor | 0.91 | -0.36 | 0.48 | 0.13 | 0.92 | -0.03 | -0.59 | -0.03 | ||||||||
66 | 60 | 5.20 | 2.70 | 3.90 | 1.40 | versicolor | -0.78 | -0.82 | 0.08 | 0.26 | 0.01 | 1.03 | 0.54 | -0.03 | ||||||||
67 | 61 | 5.00 | 2.00 | 3.50 | 1.00 | versicolor | -1.02 | -2.43 | -0.15 | -0.26 | -0.11 | 2.65 | -0.05 | 0.01 | ||||||||
68 | 62 | 5.90 | 3.00 | 4.20 | 1.50 | versicolor | 0.07 | -0.13 | 0.25 | 0.39 | 0.44 | 0.06 | 0.20 | 0.04 | ||||||||
69 | 63 | 6.00 | 2.20 | 4.00 | 1.00 | versicolor | 0.19 | -1.97 | 0.14 | -0.26 | 0.56 | 1.76 | -0.76 | 0.04 | ||||||||
70 | 64 | 6.10 | 2.90 | 4.70 | 1.40 | versicolor | 0.31 | -0.36 | 0.53 | 0.26 | 0.72 | 0.19 | -0.07 | -0.16 | ||||||||
71 | 65 | 5.60 | 2.90 | 3.60 | 1.30 | versicolor | -0.29 | -0.36 | -0.09 | 0.13 | -0.03 | 0.44 | 0.19 | 0.11 | ||||||||
72 | 66 | 6.70 | 3.10 | 4.40 | 1.40 | versicolor | 1.03 | 0.10 | 0.36 | 0.26 | 0.87 | -0.51 | -0.50 | 0.10 | ||||||||
73 | 67 | 5.60 | 3.00 | 4.50 | 1.50 | versicolor | -0.29 | -0.13 | 0.42 | 0.39 | 0.35 | 0.20 | 0.49 | -0.19 | ||||||||
74 | 68 | 5.80 | 2.70 | 4.10 | 1.00 | versicolor | -0.05 | -0.82 | 0.19 | -0.26 | 0.16 | 0.79 | -0.30 | -0.21 | ||||||||
75 | 69 | 6.20 | 2.20 | 4.50 | 1.50 | versicolor | 0.43 | -1.97 | 0.42 | 0.39 | 1.22 | 1.62 | -0.48 | 0.22 | ||||||||
76 | 70 | 5.60 | 2.50 | 3.90 | 1.10 | versicolor | -0.29 | -1.28 | 0.08 | -0.13 | 0.16 | 1.30 | -0.17 | -0.05 | ||||||||
77 | 71 | 5.90 | 3.20 | 4.80 | 1.80 | versicolor | 0.07 | 0.33 | 0.59 | 0.79 | 0.74 | -0.40 | 0.61 | -0.08 | ||||||||
78 | 72 | 6.10 | 2.80 | 4.00 | 1.30 | versicolor | 0.31 | -0.59 | 0.14 | 0.13 | 0.47 | 0.42 | -0.26 | 0.11 | ||||||||
79 | 73 | 6.30 | 2.50 | 4.90 | 1.50 | versicolor | 0.55 | -1.28 | 0.65 | 0.39 | 1.23 | 0.93 | -0.37 | -0.01 | ||||||||
80 | 74 | 6.10 | 2.80 | 4.70 | 1.20 | versicolor | 0.31 | -0.59 | 0.53 | 0.00 | 0.63 | 0.42 | -0.29 | -0.27 | ||||||||
81 | 75 | 6.40 | 2.90 | 4.30 | 1.30 | versicolor | 0.67 | -0.36 | 0.31 | 0.13 | 0.70 | 0.06 | -0.45 | 0.04 | ||||||||
82 | 76 | 6.60 | 3.00 | 4.40 | 1.40 | versicolor | 0.91 | -0.13 | 0.36 | 0.26 | 0.87 | -0.25 | -0.47 | 0.10 | ||||||||
83 | 77 | 6.80 | 2.80 | 4.80 | 1.40 | versicolor | 1.16 | -0.59 | 0.59 | 0.26 | 1.25 | 0.08 | -0.73 | 0.04 | ||||||||
84 | 78 | 6.70 | 3.00 | 5.00 | 1.70 | versicolor | 1.03 | -0.13 | 0.70 | 0.66 | 1.35 | -0.33 | -0.26 | 0.07 | ||||||||
85 | 79 | 6.00 | 2.90 | 4.50 | 1.50 | versicolor | 0.19 | -0.36 | 0.42 | 0.39 | 0.66 | 0.23 | 0.09 | -0.04 | ||||||||
86 | 80 | 5.70 | 2.60 | 3.50 | 1.00 | versicolor | -0.17 | -1.05 | -0.15 | -0.26 | -0.04 | 1.06 | -0.32 | 0.06 | ||||||||
87 | 81 | 5.50 | 2.40 | 3.80 | 1.10 | versicolor | -0.41 | -1.51 | 0.02 | -0.13 | 0.13 | 1.56 | -0.15 | -0.01 | ||||||||
88 | 82 | 5.50 | 2.40 | 3.70 | 1.00 | versicolor | -0.41 | -1.51 | -0.03 | -0.26 | 0.02 | 1.57 | -0.24 | -0.03 | ||||||||
89 | 83 | 5.80 | 2.70 | 3.90 | 1.20 | versicolor | -0.05 | -0.82 | 0.08 | 0.00 | 0.24 | 0.77 | -0.15 | 0.02 | ||||||||
90 | 84 | 6.00 | 2.70 | 5.10 | 1.60 | versicolor | 0.19 | -0.82 | 0.76 | 0.53 | 1.06 | 0.63 | 0.10 | -0.18 | ||||||||
91 | 85 | 5.40 | 3.00 | 4.50 | 1.50 | versicolor | -0.54 | -0.13 | 0.42 | 0.39 | 0.22 | 0.29 | 0.66 | -0.25 | ||||||||
92 | 86 | 6.00 | 3.40 | 4.50 | 1.60 | versicolor | 0.19 | 0.79 | 0.42 | 0.53 | 0.43 | -0.84 | 0.45 | -0.11 | ||||||||
93 | 87 | 6.70 | 3.10 | 4.70 | 1.50 | versicolor | 1.03 | 0.10 | 0.53 | 0.39 | 1.04 | -0.52 | -0.39 | 0.04 | ||||||||
94 | 88 | 6.30 | 2.30 | 4.40 | 1.30 | versicolor | 0.55 | -1.74 | 0.36 | 0.13 | 1.04 | 1.38 | -0.69 | 0.14 | ||||||||
95 | 89 | 5.60 | 3.00 | 4.10 | 1.30 | versicolor | -0.29 | -0.13 | 0.19 | 0.13 | 0.07 | 0.22 | 0.29 | -0.15 | ||||||||
96 | 90 | 5.50 | 2.50 | 4.00 | 1.30 | versicolor | -0.41 | -1.28 | 0.14 | 0.13 | 0.28 | 1.32 | 0.09 | 0.01 | ||||||||
97 | 91 | 5.50 | 2.60 | 4.40 | 1.20 | versicolor | -0.41 | -1.05 | 0.36 | 0.00 | 0.28 | 1.12 | 0.09 | -0.27 | ||||||||
98 | 92 | 6.10 | 3.00 | 4.60 | 1.40 | versicolor | 0.31 | -0.13 | 0.48 | 0.26 | 0.62 | -0.02 | -0.02 | -0.15 | ||||||||
99 | 93 | 5.80 | 2.60 | 4.00 | 1.20 | versicolor | -0.05 | -1.05 | 0.14 | 0.00 | 0.33 | 0.99 | -0.20 | 0.01 | ||||||||
100 | 94 | 5.00 | 2.30 | 3.30 | 1.00 | versicolor | -1.02 | -1.74 | -0.26 | -0.26 | -0.36 | 2.01 | 0.10 | 0.02 |