3.608765 -6.889714 9.690143
Here are the attributes of interest: t_cos pct_cos
This is for Naoko:
          
L1: Is pct_cos > -0.983919? (yes=L2 and no=L3)
  L2: Is t_cos > 0.290866? (yes=L4 and no=L5)
    L4: Is t_cos1 > 0.965049? (yes=L6 and no=L7)
      L6: Is t_cos2 > 0.983537? (yes=L8 and no=L9)
        L8: Is pct_cos2 > -0.966227? (yes=L10 and no=L11)
          L10: bending_no = 37
          L11: bending_no = 217 bending_yes = 50
        L9: Is pct_cos2 > -0.958472? (yes=L12 and no=L13)
          L12: bending_no = 31 bending_yes = 6
          L13: bending_yes = 106 bending_no = 106
      L7: Is pct_cos1 > -0.624695? (yes=L14 and no=L15)
        L14: Is t_cos2 > 0.491757? (yes=L16 and no=L17)
          L16: bending_yes = 22 bending_no = 33
          L17: bending_yes = 39 bending_no = 8
        L15: Is t_cos2 > 0.945078? (yes=L18 and no=L19)
          L18: bending_yes = 95 bending_no = 31
          L19: bending_yes = 308 bending_no = 13
    L5: bending_no = 227
  L3: Is pct_cos3 > -0.991113? (yes=L20 and no=L21)
    L20: Is pct_cos4 > -0.981838? (yes=L22 and no=L23)
      L22: Is t_cos > 0.997633? (yes=L24 and no=L25)
        L24: bending_no = 22
        L25: Is t_cos1 > 0.996675? (yes=L26 and no=L27)
          L26: bending_yes = 3
          L27: bending_yes = 25 bending_no = 86
      L23: Is t_cos > 0.993144? (yes=L28 and no=L29)
        L28: Is t_cos2 > 0.994803? (yes=L30 and no=L31)
          L30: bending_no = 192 bending_yes = 15
          L31: bending_no = 27 bending_yes = 20
        L29: Is t_cos3 > 0.99116? (yes=L32 and no=L33)
          L32: bending_no = 62
          L33: bending_no = 218 bending_yes = 10
    L21: Is t_cos > 0.998169? (yes=L34 and no=L35)
      L34: bending_no = 816
      L35: Is t_cos4 > 0.993126? (yes=L36 and no=L37)
        L36: Is t_cos1 > 0.995948? (yes=L38 and no=L39)
          L38: bending_no = 703 bending_yes = 10
          L39: bending_no = 395 bending_yes = 28
        L37: bending_no = 692
Training set error: 0.0739308
          
L1: Is pct_cos > -0.983826? (yes=L2 and no=L3)
  L2: Is t_cos > 0.290866? (yes=L4 and no=L5)
    L4: Is t_cos1 > 0.96527? (yes=L6 and no=L7)
      L6: Is t_cos4 > 0.983537? (yes=L8 and no=L9)
        L8: Is pct_cos3 > -0.965875? (yes=L10 and no=L11)
          L10: bending_no = 31
          L11: bending_no = 207 bending_yes = 52
        L9: Is pct_cos4 > -0.989115? (yes=L12 and no=L13)
          L12: bending_yes = 96 bending_no = 103
          L13: bending_no = 12
      L7: Is pct_cos4 > -0.624695? (yes=L14 and no=L15)
        L14: Is t_cos2 > 0.45796? (yes=L16 and no=L17)
          L16: bending_no = 36 bending_yes = 24
          L17: bending_yes = 29 bending_no = 1
        L15: Is t_cos2 > 0.945078? (yes=L18 and no=L19)
          L18: bending_yes = 83 bending_no = 25
          L19: bending_yes = 279 bending_no = 11
    L5: bending_no = 205
  L3: Is pct_cos3 > -0.991113? (yes=L20 and no=L21)
    L20: Is pct_cos4 > -0.981838? (yes=L22 and no=L23)
      L22: Is t_cos > 0.997633? (yes=L24 and no=L25)
        L24: bending_no = 21
        L25: Is t_cos1 > 0.996675? (yes=L26 and no=L27)
          L26: bending_yes = 3
          L27: bending_no = 79 bending_yes = 24
      L23: Is t_cos > 0.991837? (yes=L28 and no=L29)
        L28: Is t_cos4 > 0.994503? (yes=L30 and no=L31)
          L30: bending_no = 169 bending_yes = 13
          L31: bending_no = 61 bending_yes = 21
        L29: Is t_cos4 > 0.989765? (yes=L32 and no=L33)
          L32: bending_no = 72
          L33: bending_no = 143 bending_yes = 6
    L21: Is t_cos > 0.998169? (yes=L34 and no=L35)
      L34: bending_no = 739
      L35: Is t_cos4 > 0.993126? (yes=L36 and no=L37)
        L36: Is pct_cos1 > -0.992158? (yes=L38 and no=L39)
          L38: bending_no = 50 bending_yes = 9
          L39: bending_yes = 24 bending_no = 940
        L37: bending_no = 619
Training set error: 0.07308335
Test set error: 0.08154506
          
L1: Is pct_cos > -0.983826? (yes=L2 and no=L3)
  L2: Is t_cos2 > 0.290866? (yes=L4 and no=L5)
    L4: Is t_cos > 0.964935? (yes=L6 and no=L7)
      L6: Is t_cos3 > 0.983537? (yes=L8 and no=L9)
        L8: Is t_cos4 > 0.995688? (yes=L10 and no=L11)
          L10: bending_no = 76 bending_yes = 4
          L11: bending_yes = 45 bending_no = 156
        L9: Is t_cos1 > 0.97893? (yes=L12 and no=L13)
          L12: bending_no = 24 bending_yes = 45
          L13: bending_no = 92 bending_yes = 50
      L7: Is pct_cos4 > -0.624695? (yes=L14 and no=L15)
        L14: Is t_cos1 > 0.45796? (yes=L16 and no=L17)
          L16: bending_no = 34 bending_yes = 25
          L17: bending_yes = 28 bending_no = 1
        L15: Is t_cos1 > 0.946537? (yes=L18 and no=L19)
          L18: bending_no = 27 bending_yes = 81
          L19: bending_yes = 284 bending_no = 9
    L5: bending_no = 211
  L3: Is pct_cos3 > -0.991113? (yes=L20 and no=L21)
    L20: Is pct_cos4 > -0.981952? (yes=L22 and no=L23)
      L22: Is t_cos > 0.997633? (yes=L24 and no=L25)
        L24: bending_no = 20
        L25: Is t_cos1 > 0.996675? (yes=L26 and no=L27)
          L26: bending_yes = 3
          L27: bending_yes = 23 bending_no = 75
      L23: Is t_cos > 0.991837? (yes=L28 and no=L29)
        L28: Is t_cos3 > 0.994776? (yes=L30 and no=L31)
          L30: bending_no = 163 bending_yes = 13
          L31: bending_no = 65 bending_yes = 22
        L29: Is pct_cos2 > -0.988618? (yes=L32 and no=L33)
          L32: bending_no = 138 bending_yes = 6
          L33: bending_no = 84
    L21: Is t_cos > 0.996747? (yes=L34 and no=L35)
      L34: Is pct_cos4 > -0.995632? (yes=L36 and no=L37)
        L36: Is pct_cos1 > -0.998725? (yes=L38 and no=L39)
          L38: bending_no = 332 bending_yes = 1
          L39: bending_no = 21 bending_yes = 2
        L37: bending_no = 855
      L35: Is t_cos4 > 0.993126? (yes=L40 and no=L41)
        L40: Is pct_cos1 > -0.992216? (yes=L42 and no=L43)
          L42: bending_no = 34 bending_yes = 9
          L43: bending_no = 491 bending_yes = 21
        L41: bending_no = 617
Training set error: 0.06735133
Test set error: 0.07939914
          
L1: Is pct_cos > -0.983919? (yes=L2 and no=L3)
  L2: Is t_cos1 > 0.290866? (yes=L4 and no=L5)
    L4: Is t_cos > 0.964739? (yes=L6 and no=L7)
      L6: Is t_cos3 > 0.983537? (yes=L8 and no=L9)
        L8: Is pct_cos3 > -0.965875? (yes=L10 and no=L11)
          L10: bending_no = 32
          L11: bending_no = 205 bending_yes = 47
        L9: Is t_cos2 > 0.980331? (yes=L12 and no=L13)
          L12: bending_no = 18 bending_yes = 41
          L13: bending_yes = 60 bending_no = 100
      L7: Is pct_cos1 > -0.624695? (yes=L14 and no=L15)
        L14: Is t_cos2 > 0.491757? (yes=L16 and no=L17)
          L16: bending_no = 30 bending_yes = 21
          L17: bending_yes = 34 bending_no = 7
        L15: Is t_cos2 > 0.945053? (yes=L18 and no=L19)
          L18: bending_no = 27 bending_yes = 89
          L19: bending_yes = 265 bending_no = 11
    L5: bending_no = 204
  L3: Is pct_cos3 > -0.992218? (yes=L20 and no=L21)
    L20: Is pct_cos4 > -0.981838? (yes=L22 and no=L23)
      L22: Is t_cos > 0.997633? (yes=L24 and no=L25)
        L24: bending_no = 21
        L25: Is pct_cos1 > -0.988913? (yes=L26 and no=L27)
          L26: bending_yes = 22 bending_no = 46
          L27: bending_yes = 3 bending_no = 29
      L23: Is t_cos > 0.991826? (yes=L28 and no=L29)
        L28: Is t_cos4 > 0.997633? (yes=L30 and no=L31)
          L30: bending_no = 119 bending_yes = 3
          L31: bending_no = 182 bending_yes = 35
        L29: Is t_cos3 > 0.993554? (yes=L32 and no=L33)
          L32: bending_no = 1 bending_yes = 1
          L33: bending_no = 255 bending_yes = 6
    L21: Is t_cos > 0.997518? (yes=L34 and no=L35)
      L34: bending_no = 828
      L35: Is t_cos4 > 0.993126? (yes=L36 and no=L37)
        L36: Is pct_cos1 > -0.992216? (yes=L38 and no=L39)
          L38: bending_no = 35 bending_yes = 9
          L39: bending_no = 813 bending_yes = 17
        L37: bending_no = 571
Training set error: 0.0685455
Test set error: 0.08154506
          
L1: Is pct_cos > -0.983919? (yes=L2 and no=L3)
  L2: Is t_cos3 > 0.290866? (yes=L4 and no=L5)
    L4: Is t_cos > 0.964935? (yes=L6 and no=L7)
      L6: Is t_cos2 > 0.983537? (yes=L8 and no=L9)
        L8: Is pct_cos2 > -0.966227? (yes=L10 and no=L11)
          L10: bending_no = 32
          L11: bending_no = 195 bending_yes = 43
        L9: Is t_cos1 > 0.981956? (yes=L12 and no=L13)
          L12: bending_yes = 32 bending_no = 13
          L13: bending_no = 114 bending_yes = 75
      L7: Is pct_cos4 > -0.624695? (yes=L14 and no=L15)
        L14: Is t_cos1 > 0.45796? (yes=L16 and no=L17)
          L16: bending_yes = 23 bending_no = 35
          L17: bending_yes = 31 bending_no = 2
        L15: Is t_cos1 > 0.946537? (yes=L18 and no=L19)
          L18: bending_yes = 77 bending_no = 32
          L19: bending_yes = 289 bending_no = 7
    L5: bending_no = 207
  L3: Is pct_cos2 > -0.992216? (yes=L20 and no=L21)
    L20: Is t_cos4 > 0.997087? (yes=L22 and no=L23)
      L22: Is t_cos > 0.999534? (yes=L24 and no=L25)
        L24: Is t_cos2 > 0.999076? (yes=L26 and no=L27)
          L26: bending_no = 12
          L27: bending_no = 1 bending_yes = 2
        L25: bending_no = 124
      L23: Is t_cos > 0.993144? (yes=L28 and no=L29)
        L28: Is pct_cos3 > -0.988823? (yes=L30 and no=L31)
          L30: bending_no = 113 bending_yes = 20
          L31: bending_no = 23 bending_yes = 20
        L29: Is pct_cos4 > -0.98473? (yes=L32 and no=L33)
          L32: bending_no = 93 bending_yes = 23
          L33: bending_no = 267 bending_yes = 8
    L21: Is t_cos > 0.998169? (yes=L34 and no=L35)
      L34: bending_no = 710
      L35: Is t_cos2 > 0.992769? (yes=L36 and no=L37)
        L36: Is pct_cos4 > -0.992589? (yes=L38 and no=L39)
          L38: bending_yes = 8 bending_no = 48
          L39: bending_no = 926 bending_yes = 21
        L37: bending_no = 561
Training set error: 0.07069501
Test set error: 0.06008584
          
L1: Is pct_cos > -0.983919? (yes=L2 and no=L3)
  L2: Is t_cos2 > 0.290866? (yes=L4 and no=L5)
    L4: Is t_cos > 0.964739? (yes=L6 and no=L7)
      L6: Is t_cos3 > 0.983537? (yes=L8 and no=L9)
        L8: Is pct_cos3 > -0.966227? (yes=L10 and no=L11)
          L10: bending_no = 32
          L11: bending_no = 196 bending_yes = 45
        L9: Is pct_cos1 > -0.958472? (yes=L12 and no=L13)
          L12: bending_no = 25 bending_yes = 5
          L13: bending_yes = 92 bending_no = 87
      L7: Is pct_cos4 > -0.618499? (yes=L14 and no=L15)
        L14: Is t_cos3 > 0.45796? (yes=L16 and no=L17)
          L16: bending_no = 36 bending_yes = 22
          L17: bending_yes = 28 bending_no = 1
        L15: Is t_cos1 > 0.946537? (yes=L18 and no=L19)
          L18: bending_no = 32 bending_yes = 77
          L19: bending_yes = 283 bending_no = 9
    L5: bending_no = 204
  L3: Is pct_cos1 > -0.992218? (yes=L20 and no=L21)
    L20: Is t_cos4 > 0.997537? (yes=L22 and no=L23)
      L22: Is t_cos > 0.999531? (yes=L24 and no=L25)
        L24: Is t_cos1 > 0.999076? (yes=L26 and no=L27)
          L26: bending_no = 10
          L27: bending_yes = 1
        L25: bending_no = 123
      L23: Is t_cos > 0.991796? (yes=L28 and no=L29)
        L28: Is pct_cos2 > -0.988823? (yes=L30 and no=L31)
          L30: bending_no = 124 bending_yes = 20
          L31: bending_yes = 24 bending_no = 44
        L29: Is pct_cos4 > -0.985265? (yes=L32 and no=L33)
          L32: bending_no = 92 bending_yes = 21
          L33: bending_no = 231 bending_yes = 2
    L21: Is pct_cos4 > -0.991637? (yes=L34 and no=L35)
      L34: Is pct_cos3 > -0.956911? (yes=L36 and no=L37)
        L36: bending_yes = 2
        L37: Is t_cos4 > 0.993811? (yes=L38 and no=L39)
          L38: bending_no = 65 bending_yes = 9
          L39: bending_no = 120 bending_yes = 1
      L35: Is t_cos > 0.997557? (yes=L40 and no=L41)
        L40: bending_no = 778
        L41: Is t_cos4 > 0.99312? (yes=L42 and no=L43)
          L42: bending_no = 827 bending_yes = 21
          L43: bending_no = 498
Training set error: 0.07141151
Test set error: 0.08583691
          
L1: Is pct_cos > -0.983919? (yes=L2 and no=L3)
  L2: Is t_cos > 0.290866? (yes=L4 and no=L5)
    L4: Is t_cos1 > 0.965049? (yes=L6 and no=L7)
      L6: Is t_cos2 > 0.983537? (yes=L8 and no=L9)
        L8: Is pct_cos2 > -0.966227? (yes=L10 and no=L11)
          L10: bending_no = 36
          L11: bending_no = 188 bending_yes = 49
        L9: Is pct_cos2 > -0.958472? (yes=L12 and no=L13)
          L12: bending_no = 30 bending_yes = 5
          L13: bending_yes = 101 bending_no = 91
      L7: Is pct_cos1 > -0.624695? (yes=L14 and no=L15)
        L14: Is pct_cos4 > -0.079456? (yes=L16 and no=L17)
          L16: bending_no = 10
          L17: bending_no = 27 bending_yes = 54
        L15: Is t_cos2 > 0.923634? (yes=L18 and no=L19)
          L18: bending_yes = 155 bending_no = 35
          L19: bending_yes = 202 bending_no = 4
    L5: bending_no = 210
  L3: Is pct_cos3 > -0.992218? (yes=L20 and no=L21)
    L20: Is pct_cos4 > -0.981838? (yes=L22 and no=L23)
      L22: Is t_cos > 0.997633? (yes=L24 and no=L25)
        L24: bending_no = 20
        L25: Is t_cos1 > 0.996489? (yes=L26 and no=L27)
          L26: bending_yes = 3
          L27: bending_yes = 24 bending_no = 80
      L23: Is t_cos1 > 0.991826? (yes=L28 and no=L29)
        L28: Is t_cos3 > 0.994803? (yes=L30 and no=L31)
          L30: bending_no = 218 bending_yes = 15
          L31: bending_no = 70 bending_yes = 21
        L29: Is pct_cos2 > -0.990685? (yes=L32 and no=L33)
          L32: bending_no = 190 bending_yes = 8
          L33: bending_no = 73
    L21: Is t_cos > 0.998169? (yes=L34 and no=L35)
      L34: bending_no = 706
      L35: Is t_cos4 > 0.993126? (yes=L36 and no=L37)
        L36: Is pct_cos1 > -0.992158? (yes=L38 and no=L39)
          L38: bending_no = 37 bending_yes = 9
          L39: bending_no = 918 bending_yes = 21
        L37: bending_no = 577
Training set error: 0.07379986
Test set error: 0.07939914
          
L1: Is pct_cos > -0.983919? (yes=L2 and no=L3)
  L2: Is t_cos1 > 0.290866? (yes=L4 and no=L5)
    L4: Is t_cos > 0.964935? (yes=L6 and no=L7)
      L6: Is t_cos2 > 0.983537? (yes=L8 and no=L9)
        L8: Is pct_cos2 > -0.966227? (yes=L10 and no=L11)
          L10: bending_no = 35
          L11: bending_no = 194 bending_yes = 43
        L9: Is pct_cos1 > -0.958472? (yes=L12 and no=L13)
          L12: bending_yes = 6 bending_no = 25
          L13: bending_no = 92 bending_yes = 98
      L7: Is pct_cos1 > -0.624695? (yes=L14 and no=L15)
        L14: Is t_cos2 > 0.45796? (yes=L16 and no=L17)
          L16: bending_yes = 27 bending_no = 36
          L17: bending_yes = 28 bending_no = 4
        L15: Is t_cos2 > 0.945078? (yes=L18 and no=L19)
          L18: bending_yes = 84 bending_no = 28
          L19: bending_yes = 284 bending_no = 11
    L5: bending_no = 204
  L3: Is pct_cos4 > -0.991113? (yes=L20 and no=L21)
    L20: Is pct_cos3 > -0.955797? (yes=L22 and no=L23)
      L22: Is t_cos > 0.987324? (yes=L24 and no=L25)
        L24: bending_yes = 3
        L25: bending_no = 1
      L23: Is pct_cos1 > -0.992625? (yes=L26 and no=L27)
        L26: Is t_cos4 > 0.997039? (yes=L28 and no=L29)
          L28: bending_no = 63 bending_yes = 1
          L29: bending_no = 351 bending_yes = 58
        L27: Is t_cos3 > 0.993811? (yes=L30 and no=L31)
          L30: bending_no = 55 bending_yes = 7
          L31: bending_no = 91
    L21: Is t_cos1 > 0.997557? (yes=L32 and no=L33)
      L32: bending_no = 859
      L33: Is t_cos4 > 0.992362? (yes=L34 and no=L35)
        L34: Is pct_cos1 > -0.992194? (yes=L36 and no=L37)
          L36: bending_yes = 12 bending_no = 53
          L37: bending_no = 841 bending_yes = 20
        L35: bending_no = 573
Training set error: 0.07379986
Test set error: 0.08583691
          
L1: Is pct_cos1 > -0.983919? (yes=L2 and no=L3)
  L2: Is t_cos2 > 0.290866? (yes=L4 and no=L5)
    L4: Is t_cos1 > 0.965049? (yes=L6 and no=L7)
      L6: Is t_cos4 > 0.983537? (yes=L8 and no=L9)
        L8: Is t_cos > 0.981837? (yes=L10 and no=L11)
          L10: bending_no = 194 bending_yes = 23
          L11: bending_no = 30 bending_yes = 21
        L9: Is t_cos3 > 0.981856? (yes=L12 and no=L13)
          L12: bending_yes = 29 bending_no = 8
          L13: bending_yes = 70 bending_no = 106
      L7: Is pct_cos4 > -0.618499? (yes=L14 and no=L15)
        L14: Is t_cos3 > 0.45796? (yes=L16 and no=L17)
          L16: bending_no = 35 bending_yes = 22
          L17: bending_yes = 27 bending_no = 1
        L15: Is t_cos > 0.921972? (yes=L18 and no=L19)
          L18: bending_yes = 155 bending_no = 40
          L19: bending_yes = 218 bending_no = 1
    L5: bending_no = 211
  L3: Is pct_cos2 > -0.992216? (yes=L20 and no=L21)
    L20: Is t_cos4 > 0.997087? (yes=L22 and no=L23)
      L22: Is t_cos > 0.999534? (yes=L24 and no=L25)
        L24: Is t_cos2 > 0.999076? (yes=L26 and no=L27)
          L26: bending_no = 12
          L27: bending_yes = 2 bending_no = 1
        L25: bending_no = 121
      L23: Is t_cos3 > 0.996238? (yes=L28 and no=L29)
        L28: Is t_cos > 0.997468? (yes=L30 and no=L31)
          L30: bending_yes = 2 bending_no = 6
          L31: bending_yes = 8 bending_no = 2
        L29: Is pct_cos > -0.984817? (yes=L32 and no=L33)
          L32: bending_no = 36 bending_yes = 13
          L33: bending_no = 437 bending_yes = 45
    L21: Is pct_cos > -0.992118? (yes=L34 and no=L35)
      L34: Is t_cos3 > 0.99732? (yes=L36 and no=L37)
        L36: bending_no = 50
        L37: Is t_cos4 > 0.995614? (yes=L38 and no=L39)
          L38: bending_yes = 9 bending_no = 7
          L39: bending_no = 89 bending_yes = 2
      L35: Is t_cos4 > 0.99312? (yes=L40 and no=L41)
        L40: Is t_cos > 0.995948? (yes=L42 and no=L43)
          L42: bending_no = 1273 bending_yes = 6
          L43: bending_no = 325 bending_yes = 16
        L41: bending_no = 534
Training set error: 0.06687366
Test set error: 0.0944206
          
L1: Is pct_cos > -0.983919? (yes=L2 and no=L3)
  L2: Is t_cos > 0.290866? (yes=L4 and no=L5)
    L4: Is t_cos1 > 0.965049? (yes=L6 and no=L7)
      L6: Is t_cos3 > 0.983537? (yes=L8 and no=L9)
        L8: Is pct_cos3 > -0.968515? (yes=L10 and no=L11)
          L10: bending_no = 35
          L11: bending_no = 209 bending_yes = 45
        L9: Is t_cos2 > 0.98046? (yes=L12 and no=L13)
          L12: bending_yes = 40 bending_no = 17
          L13: bending_no = 98 bending_yes = 62
      L7: Is pct_cos1 > -0.624695? (yes=L14 and no=L15)
        L14: Is t_cos2 > 0.488754? (yes=L16 and no=L17)
          L16: bending_no = 30 bending_yes = 16
          L17: bending_yes = 35 bending_no = 8
        L15: Is t_cos2 > 0.923634? (yes=L18 and no=L19)
          L18: bending_yes = 155 bending_no = 35
          L19: bending_yes = 212 bending_no = 3
    L5: bending_no = 205
  L3: Is pct_cos3 > -0.991113? (yes=L20 and no=L21)
    L20: Is pct_cos4 > -0.981838? (yes=L22 and no=L23)
      L22: Is t_cos > 0.997633? (yes=L24 and no=L25)
        L24: bending_no = 15
        L25: Is t_cos1 > 0.996675? (yes=L26 and no=L27)
          L26: bending_yes = 3
          L27: bending_no = 76 bending_yes = 24
      L23: Is t_cos > 0.991837? (yes=L28 and no=L29)
        L28: Is t_cos4 > 0.994776? (yes=L30 and no=L31)
          L30: bending_yes = 12 bending_no = 172
          L31: bending_no = 65 bending_yes = 23
        L29: Is pct_cos2 > -0.988618? (yes=L32 and no=L33)
          L32: bending_no = 136 bending_yes = 6
          L33: bending_no = 76
    L21: Is t_cos > 0.998169? (yes=L34 and no=L35)
      L34: bending_no = 732
      L35: Is t_cos3 > 0.993126? (yes=L36 and no=L37)
        L36: Is t_cos1 > 0.995948? (yes=L38 and no=L39)
          L38: bending_no = 643 bending_yes = 9
          L39: bending_no = 352 bending_yes = 24
        L37: bending_no = 614
Training set error: 0.06782899
Test set error: 0.08583691
          
L1: Is pct_cos > -0.983966? (yes=L2 and no=L3)
  L2: Is t_cos > 0.285293? (yes=L4 and no=L5)
    L4: Is t_cos1 > 0.965049? (yes=L6 and no=L7)
      L6: Is t_cos2 > 0.983537? (yes=L8 and no=L9)
        L8: Is pct_cos2 > -0.966227? (yes=L10 and no=L11)
          L10: bending_no = 34
          L11: bending_no = 202 bending_yes = 45
        L9: Is pct_cos2 > -0.960074? (yes=L12 and no=L13)
          L12: bending_no = 31 bending_yes = 5
          L13: bending_no = 93 bending_yes = 91
      L7: Is pct_cos4 > -0.624695? (yes=L14 and no=L15)
        L14: Is t_cos2 > 0.45796? (yes=L16 and no=L17)
          L16: bending_yes = 26 bending_no = 32
          L17: bending_yes = 28 bending_no = 1
        L15: Is t_cos2 > 0.945078? (yes=L18 and no=L19)
          L18: bending_yes = 90 bending_no = 25
          L19: bending_yes = 275 bending_no = 12
    L5: bending_no = 208
  L3: Is pct_cos3 > -0.991113? (yes=L20 and no=L21)
    L20: Is pct_cos4 > -0.981838? (yes=L22 and no=L23)
      L22: Is t_cos > 0.997633? (yes=L24 and no=L25)
        L24: bending_no = 18
        L25: Is t_cos1 > 0.996675? (yes=L26 and no=L27)
          L26: bending_yes = 3
          L27: bending_no = 80 bending_yes = 23
      L23: Is t_cos > 0.991837? (yes=L28 and no=L29)
        L28: Is t_cos3 > 0.994776? (yes=L30 and no=L31)
          L30: bending_no = 171 bending_yes = 11
          L31: bending_no = 67 bending_yes = 24
        L29: Is t_cos4 > 0.989765? (yes=L32 and no=L33)
          L32: bending_no = 71
          L33: bending_no = 143 bending_yes = 7
    L21: Is t_cos > 0.998169? (yes=L34 and no=L35)
      L34: bending_no = 727
      L35: Is t_cos4 > 0.993126? (yes=L36 and no=L37)
        L36: Is t_cos1 > 0.995948? (yes=L38 and no=L39)
          L38: bending_no = 643 bending_yes = 8
          L39: bending_no = 352 bending_yes = 26
        L37: bending_no = 615
Training set error: 0.07260568
Test set error: 0.08583691