Error(s) in re-building vignettes:
--- re-building ‘Discriminant_analysis_examples.Rmd’ using knitr
** Processing: figure/unnamed-chunk-3-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 32391 bytes
Input file size = 32505 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 23596
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 23596

Output IDAT size = 23596 bytes (8795 bytes decrease)
Output file size = 23674 bytes (8831 bytes = 27.17% decrease)

** Processing: figure/unnamed-chunk-13-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 8956 bytes
Input file size = 9046 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 7267
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 7267

Output IDAT size = 7267 bytes (1689 bytes decrease)
Output file size = 7345 bytes (1701 bytes = 18.80% decrease)

** Processing: figure/unnamed-chunk-13-2.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 9598 bytes
Input file size = 9688 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 7738
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 7738

Output IDAT size = 7738 bytes (1860 bytes decrease)
Output file size = 7816 bytes (1872 bytes = 19.32% decrease)

** Processing: figure/unnamed-chunk-14-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 7947 bytes
Input file size = 8025 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 6508
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 6508

Output IDAT size = 6508 bytes (1439 bytes decrease)
Output file size = 6586 bytes (1439 bytes = 17.93% decrease)

** Processing: figure/unnamed-chunk-15-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 13344 bytes
Input file size = 13434 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10424
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10424

Output IDAT size = 10424 bytes (2920 bytes decrease)
Output file size = 10502 bytes (2932 bytes = 21.83% decrease)

** Processing: figure/unnamed-chunk-16-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 11885 bytes
Input file size = 11975 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9347
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9347

Output IDAT size = 9347 bytes (2538 bytes decrease)
Output file size = 9425 bytes (2550 bytes = 21.29% decrease)

** Processing: figure/unnamed-chunk-16-2.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 12654 bytes
Input file size = 12744 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9796
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9796

Output IDAT size = 9796 bytes (2858 bytes decrease)
Output file size = 9874 bytes (2870 bytes = 22.52% decrease)

** Processing: figure/unnamed-chunk-16-3.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 12862 bytes
Input file size = 12952 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9948
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9948

Output IDAT size = 9948 bytes (2914 bytes decrease)
Output file size = 10026 bytes (2926 bytes = 22.59% decrease)

** Processing: figure/unnamed-chunk-17-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 12518 bytes
Input file size = 12608 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9698
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9698

Output IDAT size = 9698 bytes (2820 bytes decrease)
Output file size = 9776 bytes (2832 bytes = 22.46% decrease)

** Processing: figure/unnamed-chunk-18-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 32391 bytes
Input file size = 32505 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 23596
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 23596

Output IDAT size = 23596 bytes (8795 bytes decrease)
Output file size = 23674 bytes (8831 bytes = 27.17% decrease)

** Processing: figure/unnamed-chunk-18-2.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 26825 bytes
Input file size = 26939 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 19435
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 19435

Output IDAT size = 19435 bytes (7390 bytes decrease)
Output file size = 19513 bytes (7426 bytes = 27.57% decrease)

** Processing: figure/unnamed-chunk-20-1.png
360x252 pixels, 8 bits/pixel, 256 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 4888 bytes
Input file size = 5746 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4440
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4440

Output IDAT size = 4440 bytes (448 bytes decrease)
Output file size = 4518 bytes (1228 bytes = 21.37% decrease)

** Processing: figure/unnamed-chunk-20-2.png
360x252 pixels, 8 bits/pixel, 251 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 4027 bytes
Input file size = 4870 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 3668
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 3668

Output IDAT size = 3668 bytes (359 bytes decrease)
Output file size = 3746 bytes (1124 bytes = 23.08% decrease)

** Processing: figure/unnamed-chunk-20-3.png
360x252 pixels, 8 bits/pixel, 255 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 5094 bytes
Input file size = 5949 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4607
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4607

Output IDAT size = 4607 bytes (487 bytes decrease)
Output file size = 4685 bytes (1264 bytes = 21.25% decrease)

** Processing: figure/unnamed-chunk-20-4.png
360x252 pixels, 8 bits/pixel, 256 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 5812 bytes
Input file size = 6670 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 5254
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 5254

Output IDAT size = 5254 bytes (558 bytes decrease)
Output file size = 5332 bytes (1338 bytes = 20.06% decrease)

** Processing: figure/unnamed-chunk-20-5.png
360x252 pixels, 8 bits/pixel, 256 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 5554 bytes
Input file size = 6412 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 5039
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 5039

Output IDAT size = 5039 bytes (515 bytes decrease)
Output file size = 5117 bytes (1295 bytes = 20.20% decrease)

** Processing: figure/unnamed-chunk-20-6.png
360x252 pixels, 8 bits/pixel, 256 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 6206 bytes
Input file size = 7064 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 5606
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 5606

Output IDAT size = 5606 bytes (600 bytes decrease)
Output file size = 5684 bytes (1380 bytes = 19.54% decrease)

** Processing: figure/unnamed-chunk-22-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 7947 bytes
Input file size = 8025 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 6508
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 6508

Output IDAT size = 6508 bytes (1439 bytes decrease)
Output file size = 6586 bytes (1439 bytes = 17.93% decrease)

** Processing: figure/unnamed-chunk-22-2.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 6137 bytes
Input file size = 6215 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 5075
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 5075

Output IDAT size = 5075 bytes (1062 bytes decrease)
Output file size = 5153 bytes (1062 bytes = 17.09% decrease)

** Processing: figure/unnamed-chunk-23-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 12009 bytes
Input file size = 12099 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9337
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9337

Output IDAT size = 9337 bytes (2672 bytes decrease)
Output file size = 9415 bytes (2684 bytes = 22.18% decrease)

** Processing: figure/unnamed-chunk-24-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 11885 bytes
Input file size = 11975 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9347
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9347

Output IDAT size = 9347 bytes (2538 bytes decrease)
Output file size = 9425 bytes (2550 bytes = 21.29% decrease)

** Processing: figure/unnamed-chunk-24-2.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 11993 bytes
Input file size = 12083 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9337
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9337

Output IDAT size = 9337 bytes (2656 bytes decrease)
Output file size = 9415 bytes (2668 bytes = 22.08% decrease)

** Processing: figure/unnamed-chunk-25-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 12654 bytes
Input file size = 12744 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9796
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9796

Output IDAT size = 9796 bytes (2858 bytes decrease)
Output file size = 9874 bytes (2870 bytes = 22.52% decrease)

** Processing: figure/unnamed-chunk-26-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 12862 bytes
Input file size = 12952 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9948
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9948

Output IDAT size = 9948 bytes (2914 bytes decrease)
Output file size = 10026 bytes (2926 bytes = 22.59% decrease)

** Processing: figure/unnamed-chunk-26-2.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 13049 bytes
Input file size = 13139 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10074
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10074

Output IDAT size = 10074 bytes (2975 bytes decrease)
Output file size = 10152 bytes (2987 bytes = 22.73% decrease)

** Processing: figure/unnamed-chunk-27-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 64079 bytes
Input file size = 64241 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 57945
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 57945

Output IDAT size = 57945 bytes (6134 bytes decrease)
Output file size = 58023 bytes (6218 bytes = 9.68% decrease)

** Processing: figure/unnamed-chunk-30-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 9765 bytes
Input file size = 9855 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 7678
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 7678

Output IDAT size = 7678 bytes (2087 bytes decrease)
Output file size = 7756 bytes (2099 bytes = 21.30% decrease)

** Processing: figure/unnamed-chunk-31-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 14464 bytes
Input file size = 14554 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 11219
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 11219

Output IDAT size = 11219 bytes (3245 bytes decrease)
Output file size = 11297 bytes (3257 bytes = 22.38% decrease)

** Processing: figure/unnamed-chunk-32-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 19103 bytes
Input file size = 19205 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 14880
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 14880

Output IDAT size = 14880 bytes (4223 bytes decrease)
Output file size = 14958 bytes (4247 bytes = 22.11% decrease)

** Processing: figure/unnamed-chunk-33-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 21005 bytes
Input file size = 21107 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 16419
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 16419

Output IDAT size = 16419 bytes (4586 bytes decrease)
Output file size = 16497 bytes (4610 bytes = 21.84% decrease)

** Processing: figure/unnamed-chunk-34-1.png
576x576 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 52996 bytes
Input file size = 53146 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 40529
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 40529

Output IDAT size = 40529 bytes (12467 bytes decrease)
Output file size = 40607 bytes (12539 bytes = 23.59% decrease)


Quitting from lines  at lines 388-403 [unnamed-chunk-35] (Discriminant_analysis_examples.Rmd)
Error: processing vignette 'Discriminant_analysis_examples.Rmd' failed with diagnostics:
object 'mnist' not found
--- failed re-building ‘Discriminant_analysis_examples.Rmd’

--- re-building ‘K_nearest_neighbors_examples.Rmd’ using knitr
** Processing: figure/unnamed-chunk-3-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 32053 bytes
Input file size = 32167 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 23191
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 23191

Output IDAT size = 23191 bytes (8862 bytes decrease)
Output file size = 23269 bytes (8898 bytes = 27.66% decrease)

** Processing: figure/unnamed-chunk-16-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 11353 bytes
Input file size = 11443 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9036
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9036

Output IDAT size = 9036 bytes (2317 bytes decrease)
Output file size = 9114 bytes (2329 bytes = 20.35% decrease)

** Processing: figure/unnamed-chunk-16-2.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 11881 bytes
Input file size = 11971 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9379
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9379

Output IDAT size = 9379 bytes (2502 bytes decrease)
Output file size = 9457 bytes (2514 bytes = 21.00% decrease)

** Processing: figure/unnamed-chunk-17-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 8718 bytes
Input file size = 8808 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 7085
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 7085

Output IDAT size = 7085 bytes (1633 bytes decrease)
Output file size = 7163 bytes (1645 bytes = 18.68% decrease)

** Processing: figure/unnamed-chunk-18-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 13008 bytes
Input file size = 13098 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10322
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10322

Output IDAT size = 10322 bytes (2686 bytes decrease)
Output file size = 10400 bytes (2698 bytes = 20.60% decrease)

** Processing: figure/unnamed-chunk-19-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 11872 bytes
Input file size = 11962 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9439
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9439

Output IDAT size = 9439 bytes (2433 bytes decrease)
Output file size = 9517 bytes (2445 bytes = 20.44% decrease)

** Processing: figure/unnamed-chunk-20-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 12906 bytes
Input file size = 12996 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10102
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10102

Output IDAT size = 10102 bytes (2804 bytes decrease)
Output file size = 10180 bytes (2816 bytes = 21.67% decrease)

** Processing: figure/unnamed-chunk-21-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 13479 bytes
Input file size = 13569 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10489
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10489

Output IDAT size = 10489 bytes (2990 bytes decrease)
Output file size = 10567 bytes (3002 bytes = 22.12% decrease)

** Processing: figure/unnamed-chunk-22-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 32053 bytes
Input file size = 32167 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 23191
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 23191

Output IDAT size = 23191 bytes (8862 bytes decrease)
Output file size = 23269 bytes (8898 bytes = 27.66% decrease)

** Processing: figure/unnamed-chunk-22-2.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 26631 bytes
Input file size = 26745 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 19302
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 19302

Output IDAT size = 19302 bytes (7329 bytes decrease)
Output file size = 19380 bytes (7365 bytes = 27.54% decrease)

** Processing: figure/unnamed-chunk-24-1.png
360x252 pixels, 8 bits/pixel, 256 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 4887 bytes
Input file size = 5745 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4440
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4440

Output IDAT size = 4440 bytes (447 bytes decrease)
Output file size = 4518 bytes (1227 bytes = 21.36% decrease)

** Processing: figure/unnamed-chunk-24-2.png
360x252 pixels, 8 bits/pixel, 251 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 4024 bytes
Input file size = 4867 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 3670
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 3670

Output IDAT size = 3670 bytes (354 bytes decrease)
Output file size = 3748 bytes (1119 bytes = 22.99% decrease)

** Processing: figure/unnamed-chunk-24-3.png
360x252 pixels, 8 bits/pixel, 254 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 4724 bytes
Input file size = 5576 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4232
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4232

Output IDAT size = 4232 bytes (492 bytes decrease)
Output file size = 4310 bytes (1266 bytes = 22.70% decrease)

** Processing: figure/unnamed-chunk-24-4.png
360x252 pixels, 8 bits/pixel, 256 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 5906 bytes
Input file size = 6764 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 5389
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 5389

Output IDAT size = 5389 bytes (517 bytes decrease)
Output file size = 5467 bytes (1297 bytes = 19.18% decrease)

** Processing: figure/unnamed-chunk-24-5.png
360x252 pixels, 8 bits/pixel, 256 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 5506 bytes
Input file size = 6364 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 5010
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 5010

Output IDAT size = 5010 bytes (496 bytes decrease)
Output file size = 5088 bytes (1276 bytes = 20.05% decrease)

** Processing: figure/unnamed-chunk-24-6.png
360x252 pixels, 8 bits/pixel, 256 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 6145 bytes
Input file size = 7003 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 5581
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 5581

Output IDAT size = 5581 bytes (564 bytes decrease)
Output file size = 5659 bytes (1344 bytes = 19.19% decrease)

** Processing: figure/unnamed-chunk-25-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 8718 bytes
Input file size = 8808 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 7085
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 7085

Output IDAT size = 7085 bytes (1633 bytes decrease)
Output file size = 7163 bytes (1645 bytes = 18.68% decrease)

** Processing: figure/unnamed-chunk-25-2.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 8809 bytes
Input file size = 8899 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 7108
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 7108

Output IDAT size = 7108 bytes (1701 bytes decrease)
Output file size = 7186 bytes (1713 bytes = 19.25% decrease)

** Processing: figure/unnamed-chunk-26-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 11715 bytes
Input file size = 11805 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9291
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9291

Output IDAT size = 9291 bytes (2424 bytes decrease)
Output file size = 9369 bytes (2436 bytes = 20.64% decrease)

** Processing: figure/unnamed-chunk-27-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 11872 bytes
Input file size = 11962 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9439
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9439

Output IDAT size = 9439 bytes (2433 bytes decrease)
Output file size = 9517 bytes (2445 bytes = 20.44% decrease)

** Processing: figure/unnamed-chunk-27-2.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 11968 bytes
Input file size = 12058 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9427
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9427

Output IDAT size = 9427 bytes (2541 bytes decrease)
Output file size = 9505 bytes (2553 bytes = 21.17% decrease)

** Processing: figure/unnamed-chunk-28-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 12906 bytes
Input file size = 12996 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10102
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10102

Output IDAT size = 10102 bytes (2804 bytes decrease)
Output file size = 10180 bytes (2816 bytes = 21.67% decrease)

** Processing: figure/unnamed-chunk-29-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 13479 bytes
Input file size = 13569 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10489
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10489

Output IDAT size = 10489 bytes (2990 bytes decrease)
Output file size = 10567 bytes (3002 bytes = 22.12% decrease)

** Processing: figure/unnamed-chunk-29-2.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 13486 bytes
Input file size = 13576 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10477
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10477

Output IDAT size = 10477 bytes (3009 bytes decrease)
Output file size = 10555 bytes (3021 bytes = 22.25% decrease)

** Processing: figure/unnamed-chunk-34-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 6964 bytes
Input file size = 7042 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 5659
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 5659

Output IDAT size = 5659 bytes (1305 bytes decrease)
Output file size = 5737 bytes (1305 bytes = 18.53% decrease)

** Processing: figure/unnamed-chunk-34-2.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 7053 bytes
Input file size = 7131 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 5696
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 5696

Output IDAT size = 5696 bytes (1357 bytes decrease)
Output file size = 5774 bytes (1357 bytes = 19.03% decrease)

** Processing: figure/unnamed-chunk-35-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 11409 bytes
Input file size = 11499 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9108
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9108

Output IDAT size = 9108 bytes (2301 bytes decrease)
Output file size = 9186 bytes (2313 bytes = 20.11% decrease)

** Processing: figure/unnamed-chunk-36-1.png
432x288 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 28190 bytes
Input file size = 28304 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 22513
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 22513

Output IDAT size = 22513 bytes (5677 bytes decrease)
Output file size = 22591 bytes (5713 bytes = 20.18% decrease)

** Processing: figure/unnamed-chunk-37-1.png
432x288 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 25836 bytes
Input file size = 25950 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 20450
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 20450

Output IDAT size = 20450 bytes (5386 bytes decrease)
Output file size = 20528 bytes (5422 bytes = 20.89% decrease)

--- finished re-building ‘K_nearest_neighbors_examples.Rmd’

--- re-building ‘Neural_net_examples.Rmd’ using knitr
** Processing: figure/unnamed-chunk-5-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 17214 bytes
Input file size = 17316 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 13417
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 13417

Output IDAT size = 13417 bytes (3797 bytes decrease)
Output file size = 13495 bytes (3821 bytes = 22.07% decrease)

** Processing: figure/unnamed-chunk-8-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 8411 bytes
Input file size = 8501 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 6890
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 6890

Output IDAT size = 6890 bytes (1521 bytes decrease)
Output file size = 6968 bytes (1533 bytes = 18.03% decrease)

** Processing: figure/unnamed-chunk-8-2.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 12551 bytes
Input file size = 12641 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10004
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10004

Output IDAT size = 10004 bytes (2547 bytes decrease)
Output file size = 10082 bytes (2559 bytes = 20.24% decrease)

** Processing: figure/unnamed-chunk-8-3.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 11826 bytes
Input file size = 11916 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9253
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9253

Output IDAT size = 9253 bytes (2573 bytes decrease)
Output file size = 9331 bytes (2585 bytes = 21.69% decrease)

** Processing: figure/unnamed-chunk-8-4.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 12035 bytes
Input file size = 12125 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9351
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9351

Output IDAT size = 9351 bytes (2684 bytes decrease)
Output file size = 9429 bytes (2696 bytes = 22.24% decrease)

** Processing: figure/unnamed-chunk-8-5.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 11911 bytes
Input file size = 12001 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9270
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9270

Output IDAT size = 9270 bytes (2641 bytes decrease)
Output file size = 9348 bytes (2653 bytes = 22.11% decrease)

** Processing: figure/unnamed-chunk-9-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 32391 bytes
Input file size = 32505 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 23596
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 23596

Output IDAT size = 23596 bytes (8795 bytes decrease)
Output file size = 23674 bytes (8831 bytes = 27.17% decrease)

** Processing: figure/unnamed-chunk-9-2.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 29494 bytes
Input file size = 29608 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 20961
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 20961

Output IDAT size = 20961 bytes (8533 bytes decrease)
Output file size = 21039 bytes (8569 bytes = 28.94% decrease)

** Processing: figure/unnamed-chunk-11-1.png
360x252 pixels, 8 bits/pixel, 256 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 4588 bytes
Input file size = 5446 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4146
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4146

Output IDAT size = 4146 bytes (442 bytes decrease)
Output file size = 4224 bytes (1222 bytes = 22.44% decrease)

** Processing: figure/unnamed-chunk-11-2.png
360x252 pixels, 8 bits/pixel, 256 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 4340 bytes
Input file size = 5198 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 3938
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 3938

Output IDAT size = 3938 bytes (402 bytes decrease)
Output file size = 4016 bytes (1182 bytes = 22.74% decrease)

** Processing: figure/unnamed-chunk-11-3.png
360x252 pixels, 8 bits/pixel, 255 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 4221 bytes
Input file size = 5076 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 3741
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 3741

Output IDAT size = 3741 bytes (480 bytes decrease)
Output file size = 3819 bytes (1257 bytes = 24.76% decrease)

** Processing: figure/unnamed-chunk-11-4.png
360x252 pixels, 8 bits/pixel, 256 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 4979 bytes
Input file size = 5837 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4492
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4492

Output IDAT size = 4492 bytes (487 bytes decrease)
Output file size = 4570 bytes (1267 bytes = 21.71% decrease)

** Processing: figure/unnamed-chunk-11-5.png
360x252 pixels, 8 bits/pixel, 256 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 5073 bytes
Input file size = 5931 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4551
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4551

Output IDAT size = 4551 bytes (522 bytes decrease)
Output file size = 4629 bytes (1302 bytes = 21.95% decrease)

** Processing: figure/unnamed-chunk-11-6.png
360x252 pixels, 8 bits/pixel, 256 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 5056 bytes
Input file size = 5914 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4533
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4533

Output IDAT size = 4533 bytes (523 bytes decrease)
Output file size = 4611 bytes (1303 bytes = 22.03% decrease)

** Processing: figure/unnamed-chunk-12-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 8411 bytes
Input file size = 8501 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 6890
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 6890

Output IDAT size = 6890 bytes (1521 bytes decrease)
Output file size = 6968 bytes (1533 bytes = 18.03% decrease)

** Processing: figure/unnamed-chunk-12-2.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 8487 bytes
Input file size = 8577 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 6890
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 6890

Output IDAT size = 6890 bytes (1597 bytes decrease)
Output file size = 6968 bytes (1609 bytes = 18.76% decrease)

** Processing: figure/unnamed-chunk-12-3.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 11946 bytes
Input file size = 12036 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9358
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9358

Output IDAT size = 9358 bytes (2588 bytes decrease)
Output file size = 9436 bytes (2600 bytes = 21.60% decrease)

** Processing: figure/unnamed-chunk-12-4.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 11826 bytes
Input file size = 11916 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9253
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9253

Output IDAT size = 9253 bytes (2573 bytes decrease)
Output file size = 9331 bytes (2585 bytes = 21.69% decrease)

** Processing: figure/unnamed-chunk-12-5.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 11891 bytes
Input file size = 11981 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9231
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9231

Output IDAT size = 9231 bytes (2660 bytes decrease)
Output file size = 9309 bytes (2672 bytes = 22.30% decrease)

** Processing: figure/unnamed-chunk-12-6.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 12035 bytes
Input file size = 12125 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9351
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9351

Output IDAT size = 9351 bytes (2684 bytes decrease)
Output file size = 9429 bytes (2696 bytes = 22.24% decrease)

** Processing: figure/unnamed-chunk-12-7.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 11943 bytes
Input file size = 12033 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9285
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9285

Output IDAT size = 9285 bytes (2658 bytes decrease)
Output file size = 9363 bytes (2670 bytes = 22.19% decrease)

** Processing: figure/unnamed-chunk-16-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 27672 bytes
Input file size = 27786 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 21652
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 21652

Output IDAT size = 21652 bytes (6020 bytes decrease)
Output file size = 21730 bytes (6056 bytes = 21.80% decrease)

** Processing: figure/unnamed-chunk-18-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 9634 bytes
Input file size = 9724 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 7611
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 7611

Output IDAT size = 7611 bytes (2023 bytes decrease)
Output file size = 7689 bytes (2035 bytes = 20.93% decrease)

** Processing: figure/unnamed-chunk-18-2.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 14212 bytes
Input file size = 14302 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 11068
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 11068

Output IDAT size = 11068 bytes (3144 bytes decrease)
Output file size = 11146 bytes (3156 bytes = 22.07% decrease)

** Processing: figure/unnamed-chunk-18-3.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 21098 bytes
Input file size = 21200 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 16022
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 16022

Output IDAT size = 16022 bytes (5076 bytes decrease)
Output file size = 16100 bytes (5100 bytes = 24.06% decrease)

** Processing: figure/unnamed-chunk-18-4.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 15237 bytes
Input file size = 15327 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 11595
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 11595

Output IDAT size = 11595 bytes (3642 bytes decrease)
Output file size = 11673 bytes (3654 bytes = 23.84% decrease)

** Processing: figure/unnamed-chunk-18-5.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 12903 bytes
Input file size = 12993 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10132
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10132

Output IDAT size = 10132 bytes (2771 bytes decrease)
Output file size = 10210 bytes (2783 bytes = 21.42% decrease)

** Processing: figure/unnamed-chunk-18-6.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 13265 bytes
Input file size = 13355 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10299
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10299

Output IDAT size = 10299 bytes (2966 bytes decrease)
Output file size = 10377 bytes (2978 bytes = 22.30% decrease)

** Processing: figure/unnamed-chunk-18-7.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 13638 bytes
Input file size = 13728 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10478
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10478

Output IDAT size = 10478 bytes (3160 bytes decrease)
Output file size = 10556 bytes (3172 bytes = 23.11% decrease)

--- finished re-building ‘Neural_net_examples.Rmd’

--- re-building ‘Random_forest_examples.Rmd’ using knitr
** Processing: figure/unnamed-chunk-7-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 6959 bytes
Input file size = 7037 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 5717
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 5717

Output IDAT size = 5717 bytes (1242 bytes decrease)
Output file size = 5795 bytes (1242 bytes = 17.65% decrease)

** Processing: figure/unnamed-chunk-7-2.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 12139 bytes
Input file size = 12229 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9654
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9654

Output IDAT size = 9654 bytes (2485 bytes decrease)
Output file size = 9732 bytes (2497 bytes = 20.42% decrease)

** Processing: figure/unnamed-chunk-7-3.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 14877 bytes
Input file size = 14967 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 11448
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 11448

Output IDAT size = 11448 bytes (3429 bytes decrease)
Output file size = 11526 bytes (3441 bytes = 22.99% decrease)

** Processing: figure/unnamed-chunk-7-4.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 14275 bytes
Input file size = 14365 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 11024
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 11024

Output IDAT size = 11024 bytes (3251 bytes decrease)
Output file size = 11102 bytes (3263 bytes = 22.71% decrease)

** Processing: figure/unnamed-chunk-10-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 7931 bytes
Input file size = 8009 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 6486
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 6486

Output IDAT size = 6486 bytes (1445 bytes decrease)
Output file size = 6564 bytes (1445 bytes = 18.04% decrease)

** Processing: figure/unnamed-chunk-10-2.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 12205 bytes
Input file size = 12295 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9411
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9411

Output IDAT size = 9411 bytes (2794 bytes decrease)
Output file size = 9489 bytes (2806 bytes = 22.82% decrease)

** Processing: figure/unnamed-chunk-11-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 14124 bytes
Input file size = 14214 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10848
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10848

Output IDAT size = 10848 bytes (3276 bytes decrease)
Output file size = 10926 bytes (3288 bytes = 23.13% decrease)

** Processing: figure/unnamed-chunk-11-2.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 7855 bytes
Input file size = 7933 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 6516
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 6516

Output IDAT size = 6516 bytes (1339 bytes decrease)
Output file size = 6594 bytes (1339 bytes = 16.88% decrease)

** Processing: figure/unnamed-chunk-11-3.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 24850 bytes
Input file size = 24964 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 20181
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 20181

Output IDAT size = 20181 bytes (4669 bytes decrease)
Output file size = 20259 bytes (4705 bytes = 18.85% decrease)

** Processing: figure/unnamed-chunk-11-4.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 15277 bytes
Input file size = 15367 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 12967
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 12967

Output IDAT size = 12967 bytes (2310 bytes decrease)
Output file size = 13045 bytes (2322 bytes = 15.11% decrease)

** Processing: figure/unnamed-chunk-11-5.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 13015 bytes
Input file size = 13105 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10568
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10568

Output IDAT size = 10568 bytes (2447 bytes decrease)
Output file size = 10646 bytes (2459 bytes = 18.76% decrease)

** Processing: figure/unnamed-chunk-11-6.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 7949 bytes
Input file size = 8027 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 6568
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 6568

Output IDAT size = 6568 bytes (1381 bytes decrease)
Output file size = 6646 bytes (1381 bytes = 17.20% decrease)

** Processing: figure/unnamed-chunk-11-7.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 23513 bytes
Input file size = 23615 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 18967
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 18967

Output IDAT size = 18967 bytes (4546 bytes decrease)
Output file size = 19045 bytes (4570 bytes = 19.35% decrease)

** Processing: figure/unnamed-chunk-11-8.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 7880 bytes
Input file size = 7958 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 6449
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 6449

Output IDAT size = 6449 bytes (1431 bytes decrease)
Output file size = 6527 bytes (1431 bytes = 17.98% decrease)

** Processing: figure/unnamed-chunk-11-9.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 8669 bytes
Input file size = 8759 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 7126
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 7126

Output IDAT size = 7126 bytes (1543 bytes decrease)
Output file size = 7204 bytes (1555 bytes = 17.75% decrease)

** Processing: figure/unnamed-chunk-11-10.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 20009 bytes
Input file size = 20111 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 16481
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 16481

Output IDAT size = 16481 bytes (3528 bytes decrease)
Output file size = 16559 bytes (3552 bytes = 17.66% decrease)

** Processing: figure/unnamed-chunk-11-11.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 17210 bytes
Input file size = 17312 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 13978
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 13978

Output IDAT size = 13978 bytes (3232 bytes decrease)
Output file size = 14056 bytes (3256 bytes = 18.81% decrease)

** Processing: figure/unnamed-chunk-11-12.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 22606 bytes
Input file size = 22708 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 18509
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 18509

Output IDAT size = 18509 bytes (4097 bytes decrease)
Output file size = 18587 bytes (4121 bytes = 18.15% decrease)

** Processing: figure/unnamed-chunk-11-13.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 13601 bytes
Input file size = 13691 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10635
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10635

Output IDAT size = 10635 bytes (2966 bytes decrease)
Output file size = 10713 bytes (2978 bytes = 21.75% decrease)

--- finished re-building ‘Random_forest_examples.Rmd’

--- re-building ‘Rpart_examples.Rmd’ using knitr
** Processing: figure/unnamed-chunk-4-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 17386 bytes
Input file size = 17488 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 13835
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 13835

Output IDAT size = 13835 bytes (3551 bytes decrease)
Output file size = 13913 bytes (3575 bytes = 20.44% decrease)

** Processing: figure/unnamed-chunk-8-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 8412 bytes
Input file size = 8502 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 6780
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 6780

Output IDAT size = 6780 bytes (1632 bytes decrease)
Output file size = 6858 bytes (1644 bytes = 19.34% decrease)

** Processing: figure/unnamed-chunk-9-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 11751 bytes
Input file size = 11841 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9126
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9126

Output IDAT size = 9126 bytes (2625 bytes decrease)
Output file size = 9204 bytes (2637 bytes = 22.27% decrease)

** Processing: figure/unnamed-chunk-10-1.png
360x252 pixels, 8 bits/pixel, 255 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 4010 bytes
Input file size = 4865 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 3534
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 3534

Output IDAT size = 3534 bytes (476 bytes decrease)
Output file size = 3612 bytes (1253 bytes = 25.76% decrease)

** Processing: figure/unnamed-chunk-10-2.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 18360 bytes
Input file size = 18462 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 14311
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 14311

Output IDAT size = 14311 bytes (4049 bytes decrease)
Output file size = 14389 bytes (4073 bytes = 22.06% decrease)

** Processing: figure/unnamed-chunk-11-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 14192 bytes
Input file size = 14282 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 11101
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 11101

Output IDAT size = 11101 bytes (3091 bytes decrease)
Output file size = 11179 bytes (3103 bytes = 21.73% decrease)

** Processing: figure/unnamed-chunk-12-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 14714 bytes
Input file size = 14804 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 11557
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 11557

Output IDAT size = 11557 bytes (3157 bytes decrease)
Output file size = 11635 bytes (3169 bytes = 21.41% decrease)

** Processing: figure/unnamed-chunk-15-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 8511 bytes
Input file size = 8601 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 6860
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 6860

Output IDAT size = 6860 bytes (1651 bytes decrease)
Output file size = 6938 bytes (1663 bytes = 19.33% decrease)

** Processing: figure/unnamed-chunk-16-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 11726 bytes
Input file size = 11816 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9071
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9071

Output IDAT size = 9071 bytes (2655 bytes decrease)
Output file size = 9149 bytes (2667 bytes = 22.57% decrease)

** Processing: figure/unnamed-chunk-17-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 14053 bytes
Input file size = 14143 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10980
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10980

Output IDAT size = 10980 bytes (3073 bytes decrease)
Output file size = 11058 bytes (3085 bytes = 21.81% decrease)

** Processing: figure/unnamed-chunk-18-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 13974 bytes
Input file size = 14064 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 11017
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 11017

Output IDAT size = 11017 bytes (2957 bytes decrease)
Output file size = 11095 bytes (2969 bytes = 21.11% decrease)

--- finished re-building ‘Rpart_examples.Rmd’

--- re-building ‘Support_vector_machine_examples.Rmd’ using knitr
** Processing: figure/unnamed-chunk-3-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 17143 bytes
Input file size = 17245 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 11764
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 11764

Output IDAT size = 11764 bytes (5379 bytes decrease)
Output file size = 11842 bytes (5403 bytes = 31.33% decrease)

** Processing: figure/unnamed-chunk-5-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 22221 bytes
Input file size = 22323 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 16941
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 16941

Output IDAT size = 16941 bytes (5280 bytes decrease)
Output file size = 17019 bytes (5304 bytes = 23.76% decrease)

** Processing: figure/unnamed-chunk-5-2.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 22716 bytes
Input file size = 22818 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 17578
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 17578

Output IDAT size = 17578 bytes (5138 bytes decrease)
Output file size = 17656 bytes (5162 bytes = 22.62% decrease)

** Processing: figure/unnamed-chunk-15-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 10345 bytes
Input file size = 10435 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 8263
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 8263

Output IDAT size = 8263 bytes (2082 bytes decrease)
Output file size = 8341 bytes (2094 bytes = 20.07% decrease)

** Processing: figure/unnamed-chunk-15-2.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 5345 bytes
Input file size = 5423 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4407
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4407

Output IDAT size = 4407 bytes (938 bytes decrease)
Output file size = 4485 bytes (938 bytes = 17.30% decrease)

** Processing: figure/unnamed-chunk-16-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 11760 bytes
Input file size = 11850 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9267
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 9267

Output IDAT size = 9267 bytes (2493 bytes decrease)
Output file size = 9345 bytes (2505 bytes = 21.14% decrease)

** Processing: figure/unnamed-chunk-17-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 13656 bytes
Input file size = 13746 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10526
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10526

Output IDAT size = 10526 bytes (3130 bytes decrease)
Output file size = 10604 bytes (3142 bytes = 22.86% decrease)

** Processing: figure/unnamed-chunk-17-2.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 13640 bytes
Input file size = 13730 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10574
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10574

Output IDAT size = 10574 bytes (3066 bytes decrease)
Output file size = 10652 bytes (3078 bytes = 22.42% decrease)

** Processing: figure/unnamed-chunk-21-1.png
360x252 pixels, 8 bits/pixel, 255 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 4949 bytes
Input file size = 5804 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4535
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4535

Output IDAT size = 4535 bytes (414 bytes decrease)
Output file size = 4613 bytes (1191 bytes = 20.52% decrease)

** Processing: figure/unnamed-chunk-21-2.png
360x252 pixels, 8 bits/pixel, 254 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 5132 bytes
Input file size = 5984 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4685
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4685

Output IDAT size = 4685 bytes (447 bytes decrease)
Output file size = 4763 bytes (1221 bytes = 20.40% decrease)

** Processing: figure/unnamed-chunk-21-3.png
360x252 pixels, 8 bits/pixel, 253 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 4880 bytes
Input file size = 5729 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4483
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4483

Output IDAT size = 4483 bytes (397 bytes decrease)
Output file size = 4561 bytes (1168 bytes = 20.39% decrease)

** Processing: figure/unnamed-chunk-21-4.png
360x252 pixels, 8 bits/pixel, 255 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 5437 bytes
Input file size = 6292 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4918
  zc = 9  zm = 8  zs = 1  f = 0		IDAT size = 4901
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 1  f = 0		IDAT size = 4901

Output IDAT size = 4901 bytes (536 bytes decrease)
Output file size = 4979 bytes (1313 bytes = 20.87% decrease)

** Processing: figure/unnamed-chunk-21-5.png
360x252 pixels, 8 bits/pixel, 256 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 6805 bytes
Input file size = 7663 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 6254
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 6254

Output IDAT size = 6254 bytes (551 bytes decrease)
Output file size = 6332 bytes (1331 bytes = 17.37% decrease)

** Processing: figure/unnamed-chunk-21-6.png
360x252 pixels, 8 bits/pixel, 256 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 6128 bytes
Input file size = 6986 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 5581
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 5581

Output IDAT size = 5581 bytes (547 bytes decrease)
Output file size = 5659 bytes (1327 bytes = 19.00% decrease)

** Processing: figure/unnamed-chunk-21-7.png
360x252 pixels, 8 bits/pixel, 255 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 6304 bytes
Input file size = 7159 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 5701
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 5701

Output IDAT size = 5701 bytes (603 bytes decrease)
Output file size = 5779 bytes (1380 bytes = 19.28% decrease)

** Processing: figure/unnamed-chunk-22-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 11473 bytes
Input file size = 11563 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 8950
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 8950

Output IDAT size = 8950 bytes (2523 bytes decrease)
Output file size = 9028 bytes (2535 bytes = 21.92% decrease)

** Processing: figure/unnamed-chunk-26-1.png
360x252 pixels, 8 bits/pixel, 256 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 5136 bytes
Input file size = 5994 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4603
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4603

Output IDAT size = 4603 bytes (533 bytes decrease)
Output file size = 4681 bytes (1313 bytes = 21.91% decrease)

** Processing: figure/unnamed-chunk-28-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 55199 bytes
Input file size = 55349 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 47524
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 47524

Output IDAT size = 47524 bytes (7675 bytes decrease)
Output file size = 47602 bytes (7747 bytes = 14.00% decrease)

** Processing: figure/unnamed-chunk-28-2.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 17043 bytes
Input file size = 17145 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 12028
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 12028

Output IDAT size = 12028 bytes (5015 bytes decrease)
Output file size = 12106 bytes (5039 bytes = 29.39% decrease)

** Processing: figure/unnamed-chunk-29-1.png
360x252 pixels, 8 bits/pixel, 255 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 5404 bytes
Input file size = 6259 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4886
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4886

Output IDAT size = 4886 bytes (518 bytes decrease)
Output file size = 4964 bytes (1295 bytes = 20.69% decrease)

** Processing: figure/unnamed-chunk-30-1.png
360x252 pixels, 8 bits/pixel, 249 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 3814 bytes
Input file size = 4651 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 3384
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 3384

Output IDAT size = 3384 bytes (430 bytes decrease)
Output file size = 3462 bytes (1189 bytes = 25.56% decrease)

** Processing: figure/unnamed-chunk-30-2.png
360x252 pixels, 8 bits/pixel, 254 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 4083 bytes
Input file size = 4935 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 3653
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 3653

Output IDAT size = 3653 bytes (430 bytes decrease)
Output file size = 3731 bytes (1204 bytes = 24.40% decrease)

** Processing: figure/unnamed-chunk-30-3.png
360x252 pixels, 8 bits/pixel, 250 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 3777 bytes
Input file size = 4617 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 3386
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 3386

Output IDAT size = 3386 bytes (391 bytes decrease)
Output file size = 3464 bytes (1153 bytes = 24.97% decrease)

** Processing: figure/unnamed-chunk-30-4.png
360x252 pixels, 8 bits/pixel, 256 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 5006 bytes
Input file size = 5864 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4415
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4415

Output IDAT size = 4415 bytes (591 bytes decrease)
Output file size = 4493 bytes (1371 bytes = 23.38% decrease)

** Processing: figure/unnamed-chunk-30-5.png
360x252 pixels, 8 bits/pixel, 256 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 5402 bytes
Input file size = 6260 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4901
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4901

Output IDAT size = 4901 bytes (501 bytes decrease)
Output file size = 4979 bytes (1281 bytes = 20.46% decrease)

** Processing: figure/unnamed-chunk-30-6.png
360x252 pixels, 8 bits/pixel, 256 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 5736 bytes
Input file size = 6594 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 5254
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 5254

Output IDAT size = 5254 bytes (482 bytes decrease)
Output file size = 5332 bytes (1262 bytes = 19.14% decrease)

** Processing: figure/unnamed-chunk-30-7.png
360x252 pixels, 8 bits/pixel, 256 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 5828 bytes
Input file size = 6686 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 5314
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 5314

Output IDAT size = 5314 bytes (514 bytes decrease)
Output file size = 5392 bytes (1294 bytes = 19.35% decrease)

** Processing: figure/unnamed-chunk-33-1.png
360x252 pixels, 8 bits/pixel, 253 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 4087 bytes
Input file size = 4936 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 3652
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 3652

Output IDAT size = 3652 bytes (435 bytes decrease)
Output file size = 3730 bytes (1206 bytes = 24.43% decrease)

** Processing: figure/unnamed-chunk-33-2.png
360x252 pixels, 8 bits/pixel, 253 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 4065 bytes
Input file size = 4914 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 3632
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 3632

Output IDAT size = 3632 bytes (433 bytes decrease)
Output file size = 3710 bytes (1204 bytes = 24.50% decrease)

** Processing: figure/unnamed-chunk-33-3.png
360x252 pixels, 8 bits/pixel, 250 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 3900 bytes
Input file size = 4740 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 3483
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 3483

Output IDAT size = 3483 bytes (417 bytes decrease)
Output file size = 3561 bytes (1179 bytes = 24.87% decrease)

** Processing: figure/unnamed-chunk-33-4.png
360x252 pixels, 8 bits/pixel, 255 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 4394 bytes
Input file size = 5249 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 3875
  zc = 9  zm = 8  zs = 1  f = 0		IDAT size = 3869
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 1  f = 0		IDAT size = 3869

Output IDAT size = 3869 bytes (525 bytes decrease)
Output file size = 3947 bytes (1302 bytes = 24.80% decrease)

** Processing: figure/unnamed-chunk-33-5.png
360x252 pixels, 8 bits/pixel, 256 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 5282 bytes
Input file size = 6140 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4715
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4715

Output IDAT size = 4715 bytes (567 bytes decrease)
Output file size = 4793 bytes (1347 bytes = 21.94% decrease)

** Processing: figure/unnamed-chunk-33-6.png
360x252 pixels, 8 bits/pixel, 254 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 5048 bytes
Input file size = 5900 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4499
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4499

Output IDAT size = 4499 bytes (549 bytes decrease)
Output file size = 4577 bytes (1323 bytes = 22.42% decrease)

** Processing: figure/unnamed-chunk-40-1.png
360x252 pixels, 8 bits/pixel, 252 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 4635 bytes
Input file size = 5481 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4223
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 4223

Output IDAT size = 4223 bytes (412 bytes decrease)
Output file size = 4301 bytes (1180 bytes = 21.53% decrease)

** Processing: figure/unnamed-chunk-42-1.png
360x252 pixels, 8 bits/pixel, 256 colors in palette
Reducing image to 8 bits/pixel, grayscale
Input IDAT size = 6512 bytes
Input file size = 7370 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 6026
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 6026

Output IDAT size = 6026 bytes (486 bytes decrease)
Output file size = 6104 bytes (1266 bytes = 17.18% decrease)

** Processing: figure/unnamed-chunk-50-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 8065 bytes
Input file size = 8143 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 6465
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 6465

Output IDAT size = 6465 bytes (1600 bytes decrease)
Output file size = 6543 bytes (1600 bytes = 19.65% decrease)

** Processing: figure/unnamed-chunk-51-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 12884 bytes
Input file size = 12974 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10201
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10201

Output IDAT size = 10201 bytes (2683 bytes decrease)
Output file size = 10279 bytes (2695 bytes = 20.77% decrease)

** Processing: figure/unnamed-chunk-52-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 23867 bytes
Input file size = 23969 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 18595
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 18595

Output IDAT size = 18595 bytes (5272 bytes decrease)
Output file size = 18673 bytes (5296 bytes = 22.10% decrease)

** Processing: figure/unnamed-chunk-54-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 23441 bytes
Input file size = 23543 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 17957
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 17957

Output IDAT size = 17957 bytes (5484 bytes decrease)
Output file size = 18035 bytes (5508 bytes = 23.40% decrease)

** Processing: figure/unnamed-chunk-60-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 8966 bytes
Input file size = 9056 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 7383
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 7383

Output IDAT size = 7383 bytes (1583 bytes decrease)
Output file size = 7461 bytes (1595 bytes = 17.61% decrease)

** Processing: figure/unnamed-chunk-60-2.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 12862 bytes
Input file size = 12952 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10170
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 10170

Output IDAT size = 10170 bytes (2692 bytes decrease)
Output file size = 10248 bytes (2704 bytes = 20.88% decrease)

** Processing: figure/unnamed-chunk-60-3.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 9999 bytes
Input file size = 10089 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 8106
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 8106

Output IDAT size = 8106 bytes (1893 bytes decrease)
Output file size = 8184 bytes (1905 bytes = 18.88% decrease)

** Processing: figure/unnamed-chunk-61-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 15729 bytes
Input file size = 15819 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 12502
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 12502

Output IDAT size = 12502 bytes (3227 bytes decrease)
Output file size = 12580 bytes (3239 bytes = 20.48% decrease)

** Processing: figure/unnamed-chunk-62-1.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 18725 bytes
Input file size = 18827 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 14567
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 14567

Output IDAT size = 14567 bytes (4158 bytes decrease)
Output file size = 14645 bytes (4182 bytes = 22.21% decrease)

** Processing: figure/unnamed-chunk-62-2.png
360x252 pixels, 3x8 bits/pixel, RGB
Input IDAT size = 38751 bytes
Input file size = 38877 bytes

Trying:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 29649
  zc = 9  zm = 8  zs = 1  f = 0
  zc = 1  zm = 8  zs = 2  f = 0
  zc = 9  zm = 8  zs = 3  f = 0
  zc = 9  zm = 8  zs = 0  f = 5
  zc = 9  zm = 8  zs = 1  f = 5
  zc = 1  zm = 8  zs = 2  f = 5
  zc = 9  zm = 8  zs = 3  f = 5
                               
Selecting parameters:
  zc = 9  zm = 8  zs = 0  f = 0		IDAT size = 29649

Output IDAT size = 29649 bytes (9102 bytes decrease)
Output file size = 29727 bytes (9150 bytes = 23.54% decrease)

--- finished re-building ‘Support_vector_machine_examples.Rmd’

SUMMARY: processing the following file failed:
  ‘Discriminant_analysis_examples.Rmd’

Error: Vignette re-building failed.
Execution halted