Repeatability

options(warn = -1)
load("Z:/Isaac/Visual Features/1-5/step2.RData")
df_10min_random_vars
# A tibble: 17 × 4
   feature                  sow  Residual repeatability
   <fct>                  <dbl>     <dbl>         <dbl>
 1 Area              10653.     5575.             0.656
 2 Centroid.X           23.3      21.1            0.525
 3 Centroid.Y           16.7      11.2            0.597
 4 Concavity             0.0310    0.0484         0.390
 5 Convex.Area       12243.     8730.             0.584
 6 Convex.Perimeter     90.1      53.8            0.626
 7 Eccentricity          0.0266    0.0506         0.345
 8 Elasticity            0.159     0.143          0.526
 9 Elongation            0.144     0.239          0.376
10 Height               22.0      27.0            0.450
11 Major.Axis.Length    34.0      22.2            0.605
12 Minor.Axis.Length    22.1      27.0            0.450
13 Perimeter           173.      197.             0.467
14 Rightmost.X          27.4      14.7            0.650
15 Rightmost.Y          23.6      46.0            0.339
16 Roundness             0.0956    0.0871         0.523
17 Width                34.0      22.2            0.605
df_20min_random_vars
# A tibble: 17 × 4
   feature                  sow  Residual repeatability
   <fct>                  <dbl>     <dbl>         <dbl>
 1 Area              10606.     5288.             0.667
 2 Centroid.X           23.3      19.8            0.541
 3 Centroid.Y           16.6      10.5            0.614
 4 Concavity             0.0302    0.0448         0.403
 5 Convex.Area       12142.     8179.             0.598
 6 Convex.Perimeter     89.8      50.0            0.642
 7 Eccentricity          0.0266    0.0479         0.357
 8 Elasticity            0.159     0.134          0.542
 9 Elongation            0.143     0.224          0.390
10 Height               21.6      25.3            0.461
11 Major.Axis.Length    34.1      20.8            0.621
12 Minor.Axis.Length    21.6      25.2            0.461
13 Perimeter           170.      184.             0.480
14 Rightmost.X          27.2      13.6            0.667
15 Rightmost.Y          23.4      42.0            0.358
16 Roundness             0.0952    0.0806         0.541
17 Width                34.1      20.8            0.621
df_30min_random_vars
# A tibble: 17 × 4
   feature                  sow  Residual repeatability
   <fct>                  <dbl>     <dbl>         <dbl>
 1 Area              10549.     5096.             0.674
 2 Centroid.X           23.2      19.0            0.550
 3 Centroid.Y           16.4       9.87           0.624
 4 Concavity             0.0302    0.0425         0.415
 5 Convex.Area       12109.     7788.             0.609
 6 Convex.Perimeter     89.0      47.6            0.651
 7 Eccentricity          0.0266    0.0462         0.365
 8 Elasticity            0.159     0.130          0.550
 9 Elongation            0.144     0.215          0.402
10 Height               21.7      24.0            0.475
11 Major.Axis.Length    33.6      20.0            0.627
12 Minor.Axis.Length    21.8      24.0            0.475
13 Perimeter           169.      177.             0.489
14 Rightmost.X          26.7      12.9            0.675
15 Rightmost.Y          23.1      39.6            0.369
16 Roundness             0.0950    0.0770         0.552
17 Width                33.7      20.0            0.627
df_60min_random_vars
# A tibble: 17 × 4
   feature                  sow  Residual repeatability
   <fct>                  <dbl>     <dbl>         <dbl>
 1 Area              10465.     4669.             0.691
 2 Centroid.X           23.2      17.8            0.567
 3 Centroid.Y           16.5       8.48           0.660
 4 Concavity             0.0292    0.0384         0.432
 5 Convex.Area       11981.     7002.             0.631
 6 Convex.Perimeter     89.7      42.9            0.677
 7 Eccentricity          0.0261    0.0425         0.381
 8 Elasticity            0.159     0.119          0.573
 9 Elongation            0.141     0.195          0.419
10 Height               20.8      21.7            0.490
11 Major.Axis.Length    34.4      18.4            0.651
12 Minor.Axis.Length    20.8      21.7            0.490
13 Perimeter           168.      161.             0.511
14 Rightmost.X          27.5      11.7            0.701
15 Rightmost.Y          23.0      34.1            0.402
16 Roundness             0.0954    0.0701         0.576
17 Width                34.5      18.4            0.651