random_forest.txt

average error trained is 0.006860086255184693
average error is 0.02380493618348909

每个维度对应的重要性： [0.00000000e+00 1.65226707e-01 9.45971084e-02 5.26685875e-02
 3.96072568e-02 2.56293482e-02 1.56630361e-02 1.38779451e-02
 1.11456357e-02 1.36052585e-02 1.00721344e-02 5.45383937e-03
 5.35655411e-03 4.89910159e-03 4.35065611e-03 5.39910367e-03
 4.24043972e-03 3.95364560e-03 3.02370234e-03 4.68450074e-03
 4.11550927e-03 1.82427943e-03 2.89729885e-03 1.94100544e-03
 1.70106543e-03 1.79424018e-03 1.83224531e-03 1.41090036e-03
 9.62947628e-04 1.59132085e-03 9.40193421e-04 1.02746317e-03
 6.51914458e-04 7.04223589e-04 1.03200803e-03 9.62922356e-04
 6.84209928e-04 6.40709894e-04 4.63557142e-04 7.37988476e-04
 6.22785117e-04 7.06444285e-04 4.33580446e-04 4.99602744e-04
 6.02693420e-04 4.82546215e-04 4.59897944e-04 5.30788680e-04
 3.74304927e-04 3.77808791e-04 2.88078633e-04 4.99806227e-04
 4.41437463e-04 3.99139010e-04 3.76726252e-04 3.57951341e-04
 3.19109688e-04 2.74397407e-04 2.80426683e-04 3.66950371e-04
 3.07027396e-04 3.21947793e-04 2.37216317e-04 3.31300132e-04
 4.70639937e-04 2.83901222e-04 3.56224248e-04 3.01473885e-04
 3.21275128e-04 3.06508301e-04 5.52870066e-04 2.94238243e-04
 3.80108348e-04 5.17885409e-04 3.29036180e-04 3.68600153e-04
 3.31448724e-04 4.11965681e-04 4.38272182e-04 4.50945925e-04
 4.94780971e-04 6.34383909e-04 3.62604626e-04 5.49796231e-04
 5.93942201e-04 5.55697656e-04 6.34332102e-04 7.28428886e-04
 5.74476365e-04 8.04357348e-04 9.95264653e-04 1.05006003e-03
 1.59518396e-03 1.68021559e-03 1.96542886e-03 2.06109636e-03
 4.34402403e-03 5.52872620e-03 1.40753587e-02 1.16647250e-01
 3.16746667e-01]

按维度重要性排序的维度的序号： [100   1  99   2   3   4   5   6  98   7   9   8  10  97  11  15  12  13
  19  14  96  16  20  17  18  22  95  94  23  26  21  25  24  93  92  29
  27  91  34  31  90  28  35  30  89  39  87  41  33  36  32  37  81  86
  40  44  84  88  85  70  83  47  73  51  43  80  45  64  38  46  79  52
  78  42  77  53  72  49  54  48  75  59  82  55  66  76  63  74  61  68
  56  60  69  67  71  50  65  58  57  62   0]