Merge branch 'master' into 1920x1080

7 files changed, 0 insertions, 2710 deletions

diff --git a/master_thesis/__init__.py b/master_thesis/__init__.py
deleted file mode 100644
index 548fbdf..0000000
--- a/master_thesis/__init__.py
+++ /dev/null
@@ -1 +0,0 @@
-print("hello world!!")
diff --git a/master_thesis/data/vp01/samples.txt b/master_thesis/data/vp01/samples.txt
deleted file mode 100644
index 264a570..0000000
--- a/master_thesis/data/vp01/samples.txt
+++ /dev/null
@@ -1,1512 +0,0 @@
-en Algen und (Sandstein_1 + Gifte_1) = 6
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 37
-0.9118 	WARNING 	Monitor specification not found. Creating a temporary one...
-(psychopy) ndobbertin@Eiche:~/repos/thesis/master_thesis$ python frensch_task.py 
-pygame 2.5.0 (SDL 2.28.0, Python 3.8.17)
-Hello from the pygame community. https://www.pygame.org/contribute.html
-/home/ndobbertin/miniconda3/envs/psychopy/lib/python3.8/site-packages/psychopy/visual/shape.py:251: FutureWarning: elementwise comparison failed; returning scalar instead, but in the future will perform elementwise comparison
-  if value == "circle":
-test/train
-['2', '6', '1', '5', '3', 'overall']
-['2', '6', '4', '5', '3', 'overall']
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-Solid: 6
-Algae: 9
-Lime: (1, 3, 9, 7)
-Toxin: (1, 9, 9, 6)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 24
-Index 2: (2 * Algen) + Sandstein_min = 19
-Index 3: Gifte_max + Gifte_min = 10
-Index 4: (Mineralien * 2) - Gifte_4 = 6
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 9
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 2
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 76
-Solid: 4
-Algae: 8
-Lime: (8, 2, 3, 5)
-Toxin: (7, 5, 9, 7)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 12
-Index 2: (2 * Algen) + Sandstein_min = 18
-Index 3: Gifte_max + Gifte_min = 14
-Index 4: (Mineralien * 2) - Gifte_4 = 1
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 4
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 8
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 82
-Solid: 5
-Algae: 6
-Lime: (8, 4, 9, 9)
-Toxin: (1, 4, 6, 2)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 25
-Index 2: (2 * Algen) + Sandstein_min = 16
-Index 3: Gifte_max + Gifte_min = 7
-Index 4: (Mineralien * 2) - Gifte_4 = 8
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 9
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 6
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 75
-Solid: 3
-Algae: 3
-Lime: (3, 1, 2, 8)
-Toxin: (8, 4, 3, 2)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 21
-Index 2: (2 * Algen) + Sandstein_min = 7
-Index 3: Gifte_max + Gifte_min = 10
-Index 4: (Mineralien * 2) - Gifte_4 = 4
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 2
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 3
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 79
-Solid: 7
-Algae: 8
-Lime: (9, 3, 1, 7)
-Toxin: (4, 9, 7, 6)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 28
-Index 2: (2 * Algen) + Sandstein_min = 17
-Index 3: Gifte_max + Gifte_min = 13
-Index 4: (Mineralien * 2) - Gifte_4 = 8
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 1
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 8
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 72
-Solid: 8
-Algae: 3
-Lime: (7, 6, 5, 7)
-Toxin: (5, 7, 9, 7)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 8
-Index 2: (2 * Algen) + Sandstein_min = 11
-Index 3: Gifte_max + Gifte_min = 14
-Index 4: (Mineralien * 2) - Gifte_4 = 9
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 5
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 3
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 86
-Solid: 5
-Algae: 7
-Lime: (9, 1, 8, 3)
-Toxin: (7, 7, 6, 2)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 10
-Index 2: (2 * Algen) + Sandstein_min = 15
-Index 3: Gifte_max + Gifte_min = 9
-Index 4: (Mineralien * 2) - Gifte_4 = 8
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 8
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 7
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 85
-Solid: 9
-Algae: 5
-Lime: (5, 3, 4, 5)
-Toxin: (1, 6, 9, 4)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 18
-Index 2: (2 * Algen) + Sandstein_min = 13
-Index 3: Gifte_max + Gifte_min = 10
-Index 4: (Mineralien * 2) - Gifte_4 = 14
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 4
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 5
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 82
-Solid: 8
-Algae: 1
-Lime: (5, 1, 3, 9)
-Toxin: (1, 9, 9, 5)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 64
-Index 2: (2 * Algen) + Sandstein_min = 3
-Index 3: Gifte_max + Gifte_min = 10
-Index 4: (Mineralien * 2) - Gifte_4 = 11
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 3
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 1
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 36
-Solid: 7
-Algae: 7
-Lime: (7, 5, 5, 5)
-Toxin: (5, 4, 4, 7)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 0
-Index 2: (2 * Algen) + Sandstein_min = 19
-Index 3: Gifte_max + Gifte_min = 11
-Index 4: (Mineralien * 2) - Gifte_4 = 7
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 5
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 7
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 81
-Solid: 5
-Algae: 2
-Lime: (1, 7, 2, 7)
-Toxin: (4, 9, 9, 7)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 0
-Index 2: (2 * Algen) + Sandstein_min = 5
-Index 3: Gifte_max + Gifte_min = 13
-Index 4: (Mineralien * 2) - Gifte_4 = 3
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 2
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 2
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 87
-Solid: 6
-Algae: 2
-Lime: (4, 2, 1, 4)
-Toxin: (7, 6, 3, 9)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 12
-Index 2: (2 * Algen) + Sandstein_min = 5
-Index 3: Gifte_max + Gifte_min = 12
-Index 4: (Mineralien * 2) - Gifte_4 = 3
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 1
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 2
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 88
-Solid: 9
-Algae: 8
-Lime: (1, 2, 3, 6)
-Toxin: (5, 1, 1, 8)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 36
-Index 2: (2 * Algen) + Sandstein_min = 17
-Index 3: Gifte_max + Gifte_min = 9
-Index 4: (Mineralien * 2) - Gifte_4 = 10
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 3
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 6
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 64
-Solid: 9
-Algae: 1
-Lime: (3, 3, 2, 4)
-Toxin: (3, 1, 1, 2)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 9
-Index 2: (2 * Algen) + Sandstein_min = 4
-Index 3: Gifte_max + Gifte_min = 4
-Index 4: (Mineralien * 2) - Gifte_4 = 16
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 2
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 1
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 84
-Solid: 4
-Algae: 6
-Lime: (5, 8, 8, 8)
-Toxin: (5, 4, 7, 5)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 0
-Index 2: (2 * Algen) + Sandstein_min = 17
-Index 3: Gifte_max + Gifte_min = 11
-Index 4: (Mineralien * 2) - Gifte_4 = 3
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 8
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 6
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 83
-Solid: 3
-Algae: 5
-Lime: (8, 3, 1, 7)
-Toxin: (4, 8, 3, 5)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 12
-Index 2: (2 * Algen) + Sandstein_min = 11
-Index 3: Gifte_max + Gifte_min = 11
-Index 4: (Mineralien * 2) - Gifte_4 = 1
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 1
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 5
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 88
-Solid: 8
-Algae: 8
-Lime: (8, 4, 1, 7)
-Toxin: (9, 8, 3, 7)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 24
-Index 2: (2 * Algen) + Sandstein_min = 17
-Index 3: Gifte_max + Gifte_min = 12
-Index 4: (Mineralien * 2) - Gifte_4 = 9
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 1
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 8
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 76
-Solid: 6
-Algae: 2
-Lime: (2, 2, 6, 9)
-Toxin: (2, 5, 2, 1)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 42
-Index 2: (2 * Algen) + Sandstein_min = 6
-Index 3: Gifte_max + Gifte_min = 6
-Index 4: (Mineralien * 2) - Gifte_4 = 11
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 6
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 2
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 58
-Solid: 4
-Algae: 1
-Lime: (1, 2, 5, 8)
-Toxin: (5, 1, 8, 6)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 24
-Index 2: (2 * Algen) + Sandstein_min = 3
-Index 3: Gifte_max + Gifte_min = 9
-Index 4: (Mineralien * 2) - Gifte_4 = 2
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 7
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 1
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 76
-Solid: 4
-Algae: 9
-Lime: (1, 1, 8, 2)
-Toxin: (6, 2, 7, 3)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 4
-Index 2: (2 * Algen) + Sandstein_min = 19
-Index 3: Gifte_max + Gifte_min = 9
-Index 4: (Mineralien * 2) - Gifte_4 = 5
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 8
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 7
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 81
-Solid: 8
-Algae: 1
-Lime: (4, 4, 5, 6)
-Toxin: (8, 1, 9, 8)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 16
-Index 2: (2 * Algen) + Sandstein_min = 6
-Index 3: Gifte_max + Gifte_min = 10
-Index 4: (Mineralien * 2) - Gifte_4 = 8
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 8
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 1
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 84
-Solid: 4
-Algae: 3
-Lime: (6, 7, 8, 7)
-Toxin: (8, 9, 4, 4)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 0
-Index 2: (2 * Algen) + Sandstein_min = 12
-Index 3: Gifte_max + Gifte_min = 13
-Index 4: (Mineralien * 2) - Gifte_4 = 4
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 8
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 3
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 87
-Solid: 4
-Algae: 8
-Lime: (6, 4, 1, 7)
-Toxin: (4, 6, 3, 1)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 12
-Index 2: (2 * Algen) + Sandstein_min = 17
-Index 3: Gifte_max + Gifte_min = 7
-Index 4: (Mineralien * 2) - Gifte_4 = 7
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 1
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 8
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 83
-Solid: 8
-Algae: 7
-Lime: (1, 2, 9, 9)
-Toxin: (5, 1, 3, 8)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 56
-Index 2: (2 * Algen) + Sandstein_min = 15
-Index 3: Gifte_max + Gifte_min = 9
-Index 4: (Mineralien * 2) - Gifte_4 = 8
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 9
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 6
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 44
-Solid: 3
-Algae: 4
-Lime: (3, 1, 1, 1)
-Toxin: (9, 8, 2, 3)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 0
-Index 2: (2 * Algen) + Sandstein_min = 9
-Index 3: Gifte_max + Gifte_min = 11
-Index 4: (Mineralien * 2) - Gifte_4 = 3
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 1
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 4
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 89
-Solid: 5
-Algae: 8
-Lime: (5, 3, 1, 8)
-Toxin: (7, 9, 3, 3)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 25
-Index 2: (2 * Algen) + Sandstein_min = 17
-Index 3: Gifte_max + Gifte_min = 12
-Index 4: (Mineralien * 2) - Gifte_4 = 7
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 1
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 8
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 75
-Solid: 4
-Algae: 4
-Lime: (2, 7, 3, 9)
-Toxin: (8, 1, 7, 3)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 8
-Index 2: (2 * Algen) + Sandstein_min = 10
-Index 3: Gifte_max + Gifte_min = 9
-Index 4: (Mineralien * 2) - Gifte_4 = 5
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 6
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 4
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 90
-Solid: 5
-Algae: 3
-Lime: (7, 1, 6, 8)
-Toxin: (5, 8, 8, 2)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 35
-Index 2: (2 * Algen) + Sandstein_min = 7
-Index 3: Gifte_max + Gifte_min = 10
-Index 4: (Mineralien * 2) - Gifte_4 = 8
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 6
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 3
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 65
-Solid: 7
-Algae: 3
-Lime: (1, 1, 2, 1)
-Toxin: (7, 6, 2, 7)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 0
-Index 2: (2 * Algen) + Sandstein_min = 7
-Index 3: Gifte_max + Gifte_min = 9
-Index 4: (Mineralien * 2) - Gifte_4 = 7
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 2
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 3
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 91
-Solid: 4
-Algae: 4
-Lime: (8, 5, 5, 6)
-Toxin: (4, 9, 8, 1)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 4
-Index 2: (2 * Algen) + Sandstein_min = 13
-Index 3: Gifte_max + Gifte_min = 10
-Index 4: (Mineralien * 2) - Gifte_4 = 7
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 5
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 4
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 87
-Solid: 7
-Algae: 2
-Lime: (3, 4, 8, 7)
-Toxin: (3, 1, 8, 5)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 21
-Index 2: (2 * Algen) + Sandstein_min = 7
-Index 3: Gifte_max + Gifte_min = 9
-Index 4: (Mineralien * 2) - Gifte_4 = 9
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 8
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 2
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 79
-Solid: 4
-Algae: 5
-Lime: (4, 7, 9, 9)
-Toxin: (8, 8, 5, 7)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 8
-Index 2: (2 * Algen) + Sandstein_min = 14
-Index 3: Gifte_max + Gifte_min = 13
-Index 4: (Mineralien * 2) - Gifte_4 = 1
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 9
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 5
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 86
-Solid: 5
-Algae: 3
-Lime: (3, 6, 5, 6)
-Toxin: (9, 1, 8, 2)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 0
-Index 2: (2 * Algen) + Sandstein_min = 9
-Index 3: Gifte_max + Gifte_min = 10
-Index 4: (Mineralien * 2) - Gifte_4 = 8
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 7
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 3
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 90
-Solid: 8
-Algae: 3
-Lime: (4, 2, 7, 9)
-Toxin: (6, 5, 7, 4)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 56
-Index 2: (2 * Algen) + Sandstein_min = 8
-Index 3: Gifte_max + Gifte_min = 11
-Index 4: (Mineralien * 2) - Gifte_4 = 12
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 7
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 3
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 44
-Solid: 1
-Algae: 9
-Lime: (5, 4, 3, 4)
-Toxin: (5, 1, 9, 2)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 0
-Index 2: (2 * Algen) + Sandstein_min = 21
-Index 3: Gifte_max + Gifte_min = 10
-Index 4: (Mineralien * 2) - Gifte_4 = 0
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 8
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 9
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 79
-Solid: 8
-Algae: 9
-Lime: (2, 5, 2, 5)
-Toxin: (4, 2, 2, 3)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 0
-Index 2: (2 * Algen) + Sandstein_min = 20
-Index 3: Gifte_max + Gifte_min = 6
-Index 4: (Mineralien * 2) - Gifte_4 = 13
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 2
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 6
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 80
-Solid: 6
-Algae: 2
-Lime: (3, 9, 2, 9)
-Toxin: (2, 4, 1, 2)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 0
-Index 2: (2 * Algen) + Sandstein_min = 6
-Index 3: Gifte_max + Gifte_min = 5
-Index 4: (Mineralien * 2) - Gifte_4 = 10
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 2
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 2
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 90
-Solid: 8
-Algae: 7
-Lime: (4, 7, 7, 8)
-Toxin: (1, 8, 8, 3)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 8
-Index 2: (2 * Algen) + Sandstein_min = 18
-Index 3: Gifte_max + Gifte_min = 9
-Index 4: (Mineralien * 2) - Gifte_4 = 13
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 7
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 5
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 82
-Solid: 6
-Algae: 5
-Lime: (7, 3, 7, 6)
-Toxin: (4, 2, 4, 5)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 18
-Index 2: (2 * Algen) + Sandstein_min = 13
-Index 3: Gifte_max + Gifte_min = 7
-Index 4: (Mineralien * 2) - Gifte_4 = 7
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 7
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 5
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 82
-Solid: 3
-Algae: 9
-Lime: (7, 2, 7, 9)
-Toxin: (3, 4, 2, 5)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 21
-Index 2: (2 * Algen) + Sandstein_min = 20
-Index 3: Gifte_max + Gifte_min = 7
-Index 4: (Mineralien * 2) - Gifte_4 = 1
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 7
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 9
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 79
-Solid: 6
-Algae: 2
-Lime: (3, 1, 9, 6)
-Toxin: (7, 2, 6, 3)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 30
-Index 2: (2 * Algen) + Sandstein_min = 5
-Index 3: Gifte_max + Gifte_min = 9
-Index 4: (Mineralien * 2) - Gifte_4 = 9
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 9
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 2
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 70
-Solid: 4
-Algae: 2
-Lime: (7, 3, 5, 6)
-Toxin: (9, 2, 3, 2)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 12
-Index 2: (2 * Algen) + Sandstein_min = 7
-Index 3: Gifte_max + Gifte_min = 11
-Index 4: (Mineralien * 2) - Gifte_4 = 6
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 5
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 2
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 88
-Solid: 5
-Algae: 7
-Lime: (8, 3, 5, 3)
-Toxin: (4, 3, 5, 1)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 0
-Index 2: (2 * Algen) + Sandstein_min = 17
-Index 3: Gifte_max + Gifte_min = 6
-Index 4: (Mineralien * 2) - Gifte_4 = 9
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 5
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 7
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 83
-Solid: 5
-Algae: 9
-Lime: (6, 3, 3, 8)
-Toxin: (4, 8, 4, 3)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 25
-Index 2: (2 * Algen) + Sandstein_min = 21
-Index 3: Gifte_max + Gifte_min = 11
-Index 4: (Mineralien * 2) - Gifte_4 = 7
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 3
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 9
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 75
-Solid: 6
-Algae: 3
-Lime: (4, 2, 8, 4)
-Toxin: (9, 8, 1, 5)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 12
-Index 2: (2 * Algen) + Sandstein_min = 8
-Index 3: Gifte_max + Gifte_min = 10
-Index 4: (Mineralien * 2) - Gifte_4 = 7
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 8
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 3
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 88
-Solid: 8
-Algae: 9
-Lime: (2, 4, 5, 7)
-Toxin: (5, 6, 2, 5)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 24
-Index 2: (2 * Algen) + Sandstein_min = 20
-Index 3: Gifte_max + Gifte_min = 8
-Index 4: (Mineralien * 2) - Gifte_4 = 11
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 5
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 7
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 76
-Solid: 8
-Algae: 9
-Lime: (5, 2, 7, 4)
-Toxin: (6, 7, 6, 2)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 16
-Index 2: (2 * Algen) + Sandstein_min = 20
-Index 3: Gifte_max + Gifte_min = 9
-Index 4: (Mineralien * 2) - Gifte_4 = 14
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 7
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 9
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 80
-Solid: 8
-Algae: 9
-Lime: (4, 1, 7, 2)
-Toxin: (6, 7, 6, 5)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 8
-Index 2: (2 * Algen) + Sandstein_min = 19
-Index 3: Gifte_max + Gifte_min = 12
-Index 4: (Mineralien * 2) - Gifte_4 = 11
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 7
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 9
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 81
-Solid: 6
-Algae: 5
-Lime: (6, 5, 7, 7)
-Toxin: (4, 4, 3, 4)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 12
-Index 2: (2 * Algen) + Sandstein_min = 15
-Index 3: Gifte_max + Gifte_min = 7
-Index 4: (Mineralien * 2) - Gifte_4 = 8
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 7
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 5
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 85
-Solid: 4
-Algae: 1
-Lime: (3, 4, 2, 5)
-Toxin: (9, 8, 9, 4)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 4
-Index 2: (2 * Algen) + Sandstein_min = 4
-Index 3: Gifte_max + Gifte_min = 13
-Index 4: (Mineralien * 2) - Gifte_4 = 4
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 2
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 1
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 87
-Solid: 8
-Algae: 4
-Lime: (4, 1, 1, 8)
-Toxin: (2, 3, 2, 4)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 56
-Index 2: (2 * Algen) + Sandstein_min = 9
-Index 3: Gifte_max + Gifte_min = 6
-Index 4: (Mineralien * 2) - Gifte_4 = 12
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 1
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 4
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 44
-Solid: 6
-Algae: 8
-Lime: (5, 1, 2, 8)
-Toxin: (2, 4, 3, 4)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 42
-Index 2: (2 * Algen) + Sandstein_min = 17
-Index 3: Gifte_max + Gifte_min = 6
-Index 4: (Mineralien * 2) - Gifte_4 = 8
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 2
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 7
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 58
-Solid: 3
-Algae: 1
-Lime: (9, 7, 1, 7)
-Toxin: (8, 8, 1, 2)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 0
-Index 2: (2 * Algen) + Sandstein_min = 3
-Index 3: Gifte_max + Gifte_min = 9
-Index 4: (Mineralien * 2) - Gifte_4 = 4
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 1
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 1
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 91
-Solid: 5
-Algae: 3
-Lime: (4, 4, 9, 9)
-Toxin: (7, 2, 1, 5)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 25
-Index 2: (2 * Algen) + Sandstein_min = 10
-Index 3: Gifte_max + Gifte_min = 8
-Index 4: (Mineralien * 2) - Gifte_4 = 5
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 9
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 3
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 75
-Solid: 2
-Algae: 6
-Lime: (7, 3, 5, 5)
-Toxin: (1, 3, 4, 3)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 4
-Index 2: (2 * Algen) + Sandstein_min = 15
-Index 3: Gifte_max + Gifte_min = 5
-Index 4: (Mineralien * 2) - Gifte_4 = 1
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 5
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 6
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 85
-Solid: 7
-Algae: 3
-Lime: (1, 1, 1, 5)
-Toxin: (6, 1, 6, 4)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 28
-Index 2: (2 * Algen) + Sandstein_min = 7
-Index 3: Gifte_max + Gifte_min = 7
-Index 4: (Mineralien * 2) - Gifte_4 = 10
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 5
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 3
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 72
-Solid: 5
-Algae: 4
-Lime: (5, 1, 4, 1)
-Toxin: (5, 7, 9, 7)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 0
-Index 2: (2 * Algen) + Sandstein_min = 9
-Index 3: Gifte_max + Gifte_min = 14
-Index 4: (Mineralien * 2) - Gifte_4 = 3
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 4
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 4
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 86
-Solid: 9
-Algae: 5
-Lime: (3, 2, 4, 4)
-Toxin: (5, 3, 5, 2)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 18
-Index 2: (2 * Algen) + Sandstein_min = 12
-Index 3: Gifte_max + Gifte_min = 7
-Index 4: (Mineralien * 2) - Gifte_4 = 16
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 4
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 5
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 82
-Solid: 8
-Algae: 1
-Lime: (4, 7, 1, 9)
-Toxin: (5, 4, 1, 9)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 16
-Index 2: (2 * Algen) + Sandstein_min = 3
-Index 3: Gifte_max + Gifte_min = 10
-Index 4: (Mineralien * 2) - Gifte_4 = 7
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 1
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 1
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 84
-Solid: 4
-Algae: 5
-Lime: (7, 8, 7, 8)
-Toxin: (1, 9, 7, 4)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 0
-Index 2: (2 * Algen) + Sandstein_min = 17
-Index 3: Gifte_max + Gifte_min = 10
-Index 4: (Mineralien * 2) - Gifte_4 = 4
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 7
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 5
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 83
-Solid: 6
-Algae: 1
-Lime: (2, 3, 4, 4)
-Toxin: (9, 2, 9, 2)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 6
-Index 2: (2 * Algen) + Sandstein_min = 4
-Index 3: Gifte_max + Gifte_min = 11
-Index 4: (Mineralien * 2) - Gifte_4 = 10
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 7
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 1
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 89
-Solid: 4
-Algae: 5
-Lime: (2, 1, 7, 8)
-Toxin: (8, 1, 2, 6)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 28
-Index 2: (2 * Algen) + Sandstein_min = 11
-Index 3: Gifte_max + Gifte_min = 9
-Index 4: (Mineralien * 2) - Gifte_4 = 2
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 7
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 5
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 72
-Solid: 7
-Algae: 3
-Lime: (5, 8, 9, 8)
-Toxin: (9, 5, 5, 6)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 0
-Index 2: (2 * Algen) + Sandstein_min = 11
-Index 3: Gifte_max + Gifte_min = 14
-Index 4: (Mineralien * 2) - Gifte_4 = 8
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 9
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 3
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 86
-Solid: 8
-Algae: 9
-Lime: (7, 5, 7, 6)
-Toxin: (4, 6, 2, 2)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 8
-Index 2: (2 * Algen) + Sandstein_min = 23
-Index 3: Gifte_max + Gifte_min = 8
-Index 4: (Mineralien * 2) - Gifte_4 = 14
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 7
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 9
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 77
-Solid: 5
-Algae: 7
-Lime: (4, 1, 1, 1)
-Toxin: (5, 2, 1, 4)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 0
-Index 2: (2 * Algen) + Sandstein_min = 15
-Index 3: Gifte_max + Gifte_min = 6
-Index 4: (Mineralien * 2) - Gifte_4 = 6
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 1
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 7
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 85
-Solid: 6
-Algae: 4
-Lime: (3, 2, 8, 5)
-Toxin: (5, 7, 6, 7)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 18
-Index 2: (2 * Algen) + Sandstein_min = 10
-Index 3: Gifte_max + Gifte_min = 12
-Index 4: (Mineralien * 2) - Gifte_4 = 5
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 8
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 4
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 82
-Solid: 7
-Algae: 7
-Lime: (8, 2, 8, 6)
-Toxin: (3, 4, 2, 1)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 28
-Index 2: (2 * Algen) + Sandstein_min = 16
-Index 3: Gifte_max + Gifte_min = 5
-Index 4: (Mineralien * 2) - Gifte_4 = 13
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 8
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 7
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 72
-Solid: 6
-Algae: 8
-Lime: (7, 5, 4, 9)
-Toxin: (8, 9, 8, 7)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 24
-Index 2: (2 * Algen) + Sandstein_min = 20
-Index 3: Gifte_max + Gifte_min = 16
-Index 4: (Mineralien * 2) - Gifte_4 = 5
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 4
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 8
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 76
-Solid: 9
-Algae: 5
-Lime: (3, 2, 4, 2)
-Toxin: (3, 2, 4, 2)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 0
-Index 2: (2 * Algen) + Sandstein_min = 12
-Index 3: Gifte_max + Gifte_min = 6
-Index 4: (Mineralien * 2) - Gifte_4 = 16
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 4
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 5
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 84
-Solid: 6
-Algae: 1
-Lime: (6, 1, 3, 5)
-Toxin: (5, 8, 1, 4)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 24
-Index 2: (2 * Algen) + Sandstein_min = 3
-Index 3: Gifte_max + Gifte_min = 9
-Index 4: (Mineralien * 2) - Gifte_4 = 8
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 3
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 1
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 76
-Solid: 7
-Algae: 6
-Lime: (1, 4, 9, 6)
-Toxin: (7, 1, 7, 7)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 14
-Index 2: (2 * Algen) + Sandstein_min = 13
-Index 3: Gifte_max + Gifte_min = 8
-Index 4: (Mineralien * 2) - Gifte_4 = 7
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 9
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 6
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 86
-Solid: 8
-Algae: 5
-Lime: (5, 5, 5, 8)
-Toxin: (6, 8, 8, 9)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 24
-Index 2: (2 * Algen) + Sandstein_min = 15
-Index 3: Gifte_max + Gifte_min = 15
-Index 4: (Mineralien * 2) - Gifte_4 = 7
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 5
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 5
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 76
-Solid: 8
-Algae: 6
-Lime: (9, 6, 7, 6)
-Toxin: (9, 9, 2, 4)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 0
-Index 2: (2 * Algen) + Sandstein_min = 18
-Index 3: Gifte_max + Gifte_min = 11
-Index 4: (Mineralien * 2) - Gifte_4 = 12
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 7
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 6
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 82
-Solid: 9
-Algae: 9
-Lime: (9, 2, 7, 5)
-Toxin: (7, 5, 3, 2)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 27
-Index 2: (2 * Algen) + Sandstein_min = 20
-Index 3: Gifte_max + Gifte_min = 9
-Index 4: (Mineralien * 2) - Gifte_4 = 16
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 7
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 9
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 73
-Solid: 4
-Algae: 4
-Lime: (6, 2, 2, 7)
-Toxin: (1, 2, 5, 8)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 20
-Index 2: (2 * Algen) + Sandstein_min = 10
-Index 3: Gifte_max + Gifte_min = 9
-Index 4: (Mineralien * 2) - Gifte_4 = 0
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 3
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 4
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 80
-Solid: 4
-Algae: 2
-Lime: (5, 3, 8, 6)
-Toxin: (4, 3, 9, 2)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 12
-Index 2: (2 * Algen) + Sandstein_min = 7
-Index 3: Gifte_max + Gifte_min = 11
-Index 4: (Mineralien * 2) - Gifte_4 = 6
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 8
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 2
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 88
-Solid: 6
-Algae: 1
-Lime: (9, 7, 9, 8)
-Toxin: (1, 5, 4, 8)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 6
-Index 2: (2 * Algen) + Sandstein_min = 9
-Index 3: Gifte_max + Gifte_min = 9
-Index 4: (Mineralien * 2) - Gifte_4 = 4
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 9
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 1
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 91
-Solid: 3
-Algae: 4
-Lime: (9, 7, 3, 9)
-Toxin: (9, 2, 4, 6)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 6
-Index 2: (2 * Algen) + Sandstein_min = 11
-Index 3: Gifte_max + Gifte_min = 11
-Index 4: (Mineralien * 2) - Gifte_4 = 0
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 3
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 4
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 89
-Solid: 3
-Algae: 1
-Lime: (7, 7, 6, 8)
-Toxin: (8, 8, 9, 2)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 3
-Index 2: (2 * Algen) + Sandstein_min = 8
-Index 3: Gifte_max + Gifte_min = 11
-Index 4: (Mineralien * 2) - Gifte_4 = 4
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 6
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 1
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 89
-Solid: 3
-Algae: 2
-Lime: (8, 8, 8, 8)
-Toxin: (9, 2, 2, 6)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 0
-Index 2: (2 * Algen) + Sandstein_min = 12
-Index 3: Gifte_max + Gifte_min = 11
-Index 4: (Mineralien * 2) - Gifte_4 = 0
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 8
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 2
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 88
-Solid: 7
-Algae: 1
-Lime: (7, 1, 1, 9)
-Toxin: (6, 3, 3, 4)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 56
-Index 2: (2 * Algen) + Sandstein_min = 3
-Index 3: Gifte_max + Gifte_min = 9
-Index 4: (Mineralien * 2) - Gifte_4 = 10
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 1
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 1
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 44
-Solid: 8
-Algae: 1
-Lime: (5, 5, 9, 6)
-Toxin: (8, 6, 5, 8)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 8
-Index 2: (2 * Algen) + Sandstein_min = 7
-Index 3: Gifte_max + Gifte_min = 13
-Index 4: (Mineralien * 2) - Gifte_4 = 8
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 9
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 1
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 87
-Solid: 5
-Algae: 6
-Lime: (3, 8, 1, 8)
-Toxin: (7, 6, 6, 6)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 0
-Index 2: (2 * Algen) + Sandstein_min = 13
-Index 3: Gifte_max + Gifte_min = 13
-Index 4: (Mineralien * 2) - Gifte_4 = 4
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 1
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 6
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 87
-Solid: 3
-Algae: 1
-Lime: (9, 6, 1, 6)
-Toxin: (4, 8, 1, 2)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 0
-Index 2: (2 * Algen) + Sandstein_min = 3
-Index 3: Gifte_max + Gifte_min = 9
-Index 4: (Mineralien * 2) - Gifte_4 = 4
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 1
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 1
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 91
-Solid: 3
-Algae: 6
-Lime: (4, 1, 6, 8)
-Toxin: (3, 8, 9, 2)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 21
-Index 2: (2 * Algen) + Sandstein_min = 13
-Index 3: Gifte_max + Gifte_min = 11
-Index 4: (Mineralien * 2) - Gifte_4 = 4
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 6
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 6
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 79
-Solid: 1
-Algae: 6
-Lime: (5, 1, 5, 5)
-Toxin: (9, 2, 6, 2)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 4
-Index 2: (2 * Algen) + Sandstein_min = 13
-Index 3: Gifte_max + Gifte_min = 11
-Index 4: (Mineralien * 2) - Gifte_4 = 0
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 5
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 6
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 87
-Solid: 6
-Algae: 6
-Lime: (3, 6, 1, 8)
-Toxin: (6, 9, 6, 3)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 12
-Index 2: (2 * Algen) + Sandstein_min = 13
-Index 3: Gifte_max + Gifte_min = 12
-Index 4: (Mineralien * 2) - Gifte_4 = 9
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 1
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 6
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 87
-Solid: 5
-Algae: 7
-Lime: (9, 1, 7, 7)
-Toxin: (2, 1, 7, 4)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 30
-Index 2: (2 * Algen) + Sandstein_min = 15
-Index 3: Gifte_max + Gifte_min = 8
-Index 4: (Mineralien * 2) - Gifte_4 = 6
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 7
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 7
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 70
-Solid: 7
-Algae: 1
-Lime: (8, 1, 2, 1)
-Toxin: (6, 3, 6, 9)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 0
-Index 2: (2 * Algen) + Sandstein_min = 3
-Index 3: Gifte_max + Gifte_min = 12
-Index 4: (Mineralien * 2) - Gifte_4 = 5
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 3
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 1
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 88
-Solid: 8
-Algae: 2
-Lime: (7, 7, 5, 8)
-Toxin: (8, 3, 7, 6)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 8
-Index 2: (2 * Algen) + Sandstein_min = 9
-Index 3: Gifte_max + Gifte_min = 11
-Index 4: (Mineralien * 2) - Gifte_4 = 10
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 5
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 2
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 89
-Solid: 7
-Algae: 6
-Lime: (8, 7, 2, 7)
-Toxin: (3, 4, 4, 9)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 0
-Index 2: (2 * Algen) + Sandstein_min = 14
-Index 3: Gifte_max + Gifte_min = 12
-Index 4: (Mineralien * 2) - Gifte_4 = 5
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 2
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 6
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 86
-Solid: 7
-Algae: 2
-Lime: (4, 4, 8, 5)
-Toxin: (3, 2, 5, 8)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 7
-Index 2: (2 * Algen) + Sandstein_min = 8
-Index 3: Gifte_max + Gifte_min = 10
-Index 4: (Mineralien * 2) - Gifte_4 = 6
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 8
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 2
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 90
-Solid: 4
-Algae: 3
-Lime: (9, 7, 8, 8)
-Toxin: (9, 4, 4, 6)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 4
-Index 2: (2 * Algen) + Sandstein_min = 13
-Index 3: Gifte_max + Gifte_min = 13
-Index 4: (Mineralien * 2) - Gifte_4 = 2
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 8
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 3
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 87
-Solid: 6
-Algae: 4
-Lime: (7, 1, 7, 4)
-Toxin: (4, 8, 4, 3)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 18
-Index 2: (2 * Algen) + Sandstein_min = 9
-Index 3: Gifte_max + Gifte_min = 11
-Index 4: (Mineralien * 2) - Gifte_4 = 9
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 7
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 4
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 82
-Solid: 6
-Algae: 8
-Lime: (1, 3, 2, 6)
-Toxin: (1, 7, 3, 3)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 18
-Index 2: (2 * Algen) + Sandstein_min = 17
-Index 3: Gifte_max + Gifte_min = 8
-Index 4: (Mineralien * 2) - Gifte_4 = 9
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 2
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 2
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 82
-Solid: 4
-Algae: 9
-Lime: (8, 6, 7, 7)
-Toxin: (4, 9, 8, 8)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 4
-Index 2: (2 * Algen) + Sandstein_min = 24
-Index 3: Gifte_max + Gifte_min = 13
-Index 4: (Mineralien * 2) - Gifte_4 = 0
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 7
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 9
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 76
-Solid: 9
-Algae: 2
-Lime: (3, 2, 3, 3)
-Toxin: (9, 1, 2, 7)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 9
-Index 2: (2 * Algen) + Sandstein_min = 6
-Index 3: Gifte_max + Gifte_min = 10
-Index 4: (Mineralien * 2) - Gifte_4 = 11
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 3
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 2
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 89
-Solid: 6
-Algae: 3
-Lime: (1, 2, 4, 7)
-Toxin: (1, 8, 5, 7)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 30
-Index 2: (2 * Algen) + Sandstein_min = 7
-Index 3: Gifte_max + Gifte_min = 9
-Index 4: (Mineralien * 2) - Gifte_4 = 5
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 4
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 2
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 70
-Solid: 8
-Algae: 7
-Lime: (8, 6, 3, 8)
-Toxin: (7, 1, 1, 3)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 16
-Index 2: (2 * Algen) + Sandstein_min = 17
-Index 3: Gifte_max + Gifte_min = 8
-Index 4: (Mineralien * 2) - Gifte_4 = 13
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 3
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 7
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 83
-Solid: 8
-Algae: 7
-Lime: (2, 4, 7, 5)
-Toxin: (3, 7, 3, 8)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 8
-Index 2: (2 * Algen) + Sandstein_min = 16
-Index 3: Gifte_max + Gifte_min = 11
-Index 4: (Mineralien * 2) - Gifte_4 = 8
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 7
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 5
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 84
-Solid: 4
-Algae: 3
-Lime: (8, 1, 8, 6)
-Toxin: (2, 4, 6, 3)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 20
-Index 2: (2 * Algen) + Sandstein_min = 7
-Index 3: Gifte_max + Gifte_min = 8
-Index 4: (Mineralien * 2) - Gifte_4 = 5
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 8
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 3
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 80
-Solid: 4
-Algae: 5
-Lime: (8, 4, 1, 8)
-Toxin: (3, 3, 6, 1)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 16
-Index 2: (2 * Algen) + Sandstein_min = 11
-Index 3: Gifte_max + Gifte_min = 7
-Index 4: (Mineralien * 2) - Gifte_4 = 7
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 3
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 5
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 84
-Solid: 8
-Algae: 5
-Lime: (7, 1, 5, 5)
-Toxin: (1, 2, 4, 3)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 32
-Index 2: (2 * Algen) + Sandstein_min = 11
-Index 3: Gifte_max + Gifte_min = 5
-Index 4: (Mineralien * 2) - Gifte_4 = 13
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 5
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 5
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 68
-Solid: 3
-Algae: 7
-Lime: (9, 4, 6, 5)
-Toxin: (1, 8, 2, 5)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 3
-Index 2: (2 * Algen) + Sandstein_min = 18
-Index 3: Gifte_max + Gifte_min = 9
-Index 4: (Mineralien * 2) - Gifte_4 = 1
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 6
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 7
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 82
-Solid: 9
-Algae: 4
-Lime: (9, 4, 7, 6)
-Toxin: (8, 4, 3, 8)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 18
-Index 2: (2 * Algen) + Sandstein_min = 12
-Index 3: Gifte_max + Gifte_min = 11
-Index 4: (Mineralien * 2) - Gifte_4 = 10
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 7
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 4
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 82
-Solid: 5
-Algae: 1
-Lime: (8, 1, 3, 4)
-Toxin: (8, 6, 4, 5)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 15
-Index 2: (2 * Algen) + Sandstein_min = 3
-Index 3: Gifte_max + Gifte_min = 12
-Index 4: (Mineralien * 2) - Gifte_4 = 5
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 3
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 1
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 85
-Solid: 2
-Algae: 7
-Lime: (3, 3, 9, 4)
-Toxin: (2, 8, 1, 4)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 2
-Index 2: (2 * Algen) + Sandstein_min = 17
-Index 3: Gifte_max + Gifte_min = 9
-Index 4: (Mineralien * 2) - Gifte_4 = 0
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 9
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 5
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 83
-Solid: 9
-Algae: 4
-Lime: (5, 7, 5, 7)
-Toxin: (3, 3, 9, 1)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 0
-Index 2: (2 * Algen) + Sandstein_min = 13
-Index 3: Gifte_max + Gifte_min = 10
-Index 4: (Mineralien * 2) - Gifte_4 = 17
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 6
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 4
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 83
-Solid: 5
-Algae: 3
-Lime: (7, 3, 1, 8)
-Toxin: (2, 4, 7, 7)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 25
-Index 2: (2 * Algen) + Sandstein_min = 7
-Index 3: Gifte_max + Gifte_min = 9
-Index 4: (Mineralien * 2) - Gifte_4 = 3
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 3
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 3
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 75
-Solid: 8
-Algae: 8
-Lime: (4, 2, 1, 9)
-Toxin: (6, 1, 4, 2)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 56
-Index 2: (2 * Algen) + Sandstein_min = 17
-Index 3: Gifte_max + Gifte_min = 7
-Index 4: (Mineralien * 2) - Gifte_4 = 14
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 3
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 8
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 44
-Solid: 8
-Algae: 6
-Lime: (4, 1, 3, 4)
-Toxin: (6, 9, 1, 2)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 24
-Index 2: (2 * Algen) + Sandstein_min = 13
-Index 3: Gifte_max + Gifte_min = 10
-Index 4: (Mineralien * 2) - Gifte_4 = 14
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 3
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 6
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 76
-Solid: 7
-Algae: 5
-Lime: (4, 3, 8, 9)
-Toxin: (9, 7, 3, 4)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 42
-Index 2: (2 * Algen) + Sandstein_min = 13
-Index 3: Gifte_max + Gifte_min = 12
-Index 4: (Mineralien * 2) - Gifte_4 = 10
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 8
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 5
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 58
-Solid: 1
-Algae: 4
-Lime: (5, 7, 5, 9)
-Toxin: (7, 9, 1, 1)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 2
-Index 2: (2 * Algen) + Sandstein_min = 13
-Index 3: Gifte_max + Gifte_min = 10
-Index 4: (Mineralien * 2) - Gifte_4 = 1
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 5
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 4
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 87
-Solid: 3
-Algae: 9
-Lime: (7, 9, 1, 9)
-Toxin: (1, 2, 5, 5)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 0
-Index 2: (2 * Algen) + Sandstein_min = 19
-Index 3: Gifte_max + Gifte_min = 6
-Index 4: (Mineralien * 2) - Gifte_4 = 1
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 3
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 8
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 81
-Solid: 5
-Algae: 4
-Lime: (7, 3, 6, 9)
-Toxin: (5, 4, 4, 2)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 30
-Index 2: (2 * Algen) + Sandstein_min = 11
-Index 3: Gifte_max + Gifte_min = 7
-Index 4: (Mineralien * 2) - Gifte_4 = 8
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 6
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 4
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 70
-Solid: 4
-Algae: 8
-Lime: (3, 1, 2, 5)
-Toxin: (9, 4, 8, 2)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 16
-Index 2: (2 * Algen) + Sandstein_min = 17
-Index 3: Gifte_max + Gifte_min = 11
-Index 4: (Mineralien * 2) - Gifte_4 = 6
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 4
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 8
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 83
-Solid: 2
-Algae: 1
-Lime: (4, 5, 6, 5)
-Toxin: (8, 2, 9, 1)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 0
-Index 2: (2 * Algen) + Sandstein_min = 6
-Index 3: Gifte_max + Gifte_min = 10
-Index 4: (Mineralien * 2) - Gifte_4 = 3
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 7
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 1
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 90
-Solid: 7
-Algae: 4
-Lime: (7, 3, 1, 7)
-Toxin: (2, 7, 7, 8)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 28
-Index 2: (2 * Algen) + Sandstein_min = 9
-Index 3: Gifte_max + Gifte_min = 10
-Index 4: (Mineralien * 2) - Gifte_4 = 6
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 1
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 4
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 72
-Solid: 3
-Algae: 3
-Lime: (4, 8, 4, 8)
-Toxin: (8, 8, 8, 2)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 0
-Index 2: (2 * Algen) + Sandstein_min = 10
-Index 3: Gifte_max + Gifte_min = 10
-Index 4: (Mineralien * 2) - Gifte_4 = 4
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 4
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 3
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 90
-Solid: 7
-Algae: 5
-Lime: (8, 1, 8, 2)
-Toxin: (6, 3, 6, 2)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 7
-Index 2: (2 * Algen) + Sandstein_min = 11
-Index 3: Gifte_max + Gifte_min = 8
-Index 4: (Mineralien * 2) - Gifte_4 = 12
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 8
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 5
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 88
-Solid: 6
-Algae: 5
-Lime: (1, 1, 3, 3)
-Toxin: (2, 6, 8, 8)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 12
-Index 2: (2 * Algen) + Sandstein_min = 11
-Index 3: Gifte_max + Gifte_min = 10
-Index 4: (Mineralien * 2) - Gifte_4 = 4
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 3
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 3
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 88
-Solid: 5
-Algae: 8
-Lime: (7, 1, 3, 7)
-Toxin: (4, 7, 3, 7)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 30
-Index 2: (2 * Algen) + Sandstein_min = 17
-Index 3: Gifte_max + Gifte_min = 10
-Index 4: (Mineralien * 2) - Gifte_4 = 3
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 3
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 8
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 70
-Solid: 7
-Algae: 1
-Lime: (4, 4, 3, 9)
-Toxin: (8, 3, 3, 8)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 35
-Index 2: (2 * Algen) + Sandstein_min = 5
-Index 3: Gifte_max + Gifte_min = 11
-Index 4: (Mineralien * 2) - Gifte_4 = 6
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 3
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 1
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 65
-Solid: 5
-Algae: 4
-Lime: (9, 3, 5, 4)
-Toxin: (7, 4, 7, 7)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 5
-Index 2: (2 * Algen) + Sandstein_min = 11
-Index 3: Gifte_max + Gifte_min = 11
-Index 4: (Mineralien * 2) - Gifte_4 = 3
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 5
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 4
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 89
-Solid: 3
-Algae: 9
-Lime: (6, 3, 5, 3)
-Toxin: (8, 4, 7, 3)
-Index 1: (Sandstein_4 - Sandstein_2) * Mineralien = 0
-Index 2: (2 * Algen) + Sandstein_min = 21
-Index 3: Gifte_max + Gifte_min = 11
-Index 4: (Mineralien * 2) - Gifte_4 = 3
-Index 5: Der höhere zwischen (Gifte_3 - Gifte_2) und Sandstein_3 = 5
-Index 6: Der kleinere zwischen Algen und (Sandstein_1 + Gifte_1) = 9
-Overall Quality: 100 - dem Höchstem aller Ergebnisse = 79
-
diff --git a/master_thesis/data/vp01/vp.pkl b/master_thesis/data/vp01/vp.pkl
deleted file mode 100644
index fee9fb2..0000000
--- a/master_thesis/data/vp01/vp.pkl
+++ /dev/null
diff --git a/master_thesis/data/vp01/vp_results.csv b/master_thesis/data/vp01/vp_results.csv
deleted file mode 100644
index e32bc73..0000000
--- a/master_thesis/data/vp01/vp_results.csv
+++ /dev/null
@@ -1,126 +0,0 @@
-,procedure_order,2,6,4,5,3,overall
-train_0,"['2', '6', '4', '5', '3', 'overall']","{'answer': '10', 'time': 26.036504983901978}","{'answer': '02', 'time': 56.687193870544434}","{'answer': '18', 'time': 14.239527940750122}","{'answer': '09', 'time': 16.83896493911743}","{'answer': '07', 'time': 7.139565944671631}","{'answer': '82', 'time': 23.404638051986694}"
-train_1,"['2', '6', '4', '5', '3', 'overall']","{'answer': '18', 'time': 16.33913278579712}","{'answer': '08', 'time': 26.624554872512817}","{'answer': '01', 'time': 8.492480039596558}","{'answer': '03', 'time': 10.091893911361694}","{'answer': '14', 'time': 7.1090898513793945}","{'answer': '82', 'time': 4.975718975067139}"
-train_2,"['2', '6', '4', '5', '3', 'overall']","{'answer': '16', 'time': 12.731030941009521}","{'answer': '06', 'time': 21.091443061828613}","{'answer': '08', 'time': 10.42626690864563}","{'answer': '09', 'time': 20.924896955490112}","{'answer': '10', 'time': 12.40776014328003}","{'answer': '84', 'time': 11.00912594795227}"
-train_3,"['2', '6', '4', '5', '3', 'overall']","{'answer': '07', 'time': 9.817075967788696}","{'answer': '03', 'time': 18.424916982650757}","{'answer': '04', 'time': 6.593318939208984}","{'answer': '01', 'time': 26.190644025802612}","{'answer': '06', 'time': 17.875165939331055}","{'answer': '90', 'time': 19.474982976913452}"
-train_4,"['2', '6', '4', '5', '3', 'overall']","{'answer': '17', 'time': 10.004041910171509}","{'answer': '08', 'time': 8.125507116317749}","{'answer': '08', 'time': 6.925907850265503}","{'answer': '01', 'time': 17.591739892959595}","{'answer': '16', 'time': 5.609088182449341}","{'answer': '83', 'time': 4.842430114746094}"
-train_5,"['2', '6', '4', '5', '3', 'overall']","{'answer': '11', 'time': 6.492458820343018}","{'answer': '03', 'time': 8.292197942733765}","{'answer': '09', 'time': 5.559381008148193}","{'answer': '02', 'time': 16.491647005081177}","{'answer': '16', 'time': 4.510051012039185}","{'answer': '84', 'time': 5.4751739501953125}"
-train_6,"['2', '6', '4', '5', '3', 'overall']","{'answer': '15', 'time': 9.185298919677734}","{'answer': '07', 'time': 12.958746910095215}","{'answer': '08', 'time': 5.225854158401489}","{'answer': '07', 'time': 12.12557315826416}","{'answer': '14', 'time': 4.375732183456421}","{'answer': '86', 'time': 2.6757640838623047}"
-train_7,"['2', '6', '4', '5', '3', 'overall']","{'answer': '13', 'time': 4.469300985336304}","{'answer': '05', 'time': 5.692375898361206}","{'answer': '14', 'time': 6.059319019317627}","{'answer': '03', 'time': 10.95950198173523}","{'answer': '15', 'time': 3.3418121337890625}","{'answer': '85', 'time': 3.476106882095337}"
-train_8,"['2', '6', '4', '5', '3', 'overall']","{'answer': '07', 'time': 7.626977205276489}","{'answer': '01', 'time': 9.392310857772827}","{'answer': '11', 'time': 4.692301034927368}","{'answer': '03', 'time': 14.258317947387695}","{'answer': '10', 'time': 4.875943183898926}","{'answer': '89', 'time': 5.409013986587524}"
-train_9,"['2', '6', '4', '5', '3', 'overall']","{'answer': '19', 'time': 7.6732728481292725}","{'answer': '07', 'time': 33.590677976608276}","{'answer': '07', 'time': 5.293399810791016}","{'answer': '05', 'time': 7.724711894989014}","{'answer': '12', 'time': 5.0090930461883545}","{'answer': '88', 'time': 4.17607307434082}"
-train_10,"['2', '6', '4', '5', '3', 'overall']","{'answer': '05', 'time': 10.056704998016357}","{'answer': '02', 'time': 9.12585186958313}","{'answer': '03', 'time': 5.792158126831055}","{'answer': '02', 'time': 8.125364065170288}","{'answer': '13', 'time': 5.275835990905762}","{'answer': '87', 'time': 2.143407106399536}"
-train_11,"['2', '6', '4', '5', '3', 'overall']","{'answer': '05', 'time': 4.954396963119507}","{'answer': '02', 'time': 11.158708095550537}","{'answer': '03', 'time': 7.292535066604614}","{'answer': '01', 'time': 13.425111055374146}","{'answer': '16', 'time': 4.642569065093994}","{'answer': '84', 'time': 2.176224946975708}"
-train_12,"['2', '6', '4', '5', '3', 'overall']","{'answer': '17', 'time': 5.028244972229004}","{'answer': '06', 'time': 7.692229986190796}","{'answer': '10', 'time': 4.259188890457153}","{'answer': '03', 'time': 7.525690793991089}","{'answer': '13', 'time': 3.3092360496520996}","{'answer': '83', 'time': 3.342571973800659}"
-train_13,"['2', '6', '4', '5', '3', 'overall']","{'answer': '04', 'time': 15.979115009307861}","{'answer': '01', 'time': 17.458345890045166}","{'answer': '16', 'time': 11.226455211639404}","{'answer': '02', 'time': 13.407445907592773}","{'answer': '05', 'time': 4.710201978683472}","{'answer': '84', 'time': 3.8418171405792236}"
-train_14,"['2', '6', '4', '5', '3', 'overall']","{'answer': '17', 'time': 6.55220890045166}","{'answer': '06', 'time': 4.625827074050903}","{'answer': '03', 'time': 6.193537950515747}","{'answer': '08', 'time': 9.17430305480957}","{'answer': '12', 'time': 6.042562961578369}","{'answer': '83', 'time': 3.1100940704345703}"
-train_15,"['2', '6', '4', '5', '3', 'overall']","{'answer': '11', 'time': 19.942121982574463}","{'answer': '05', 'time': 10.990962028503418}","{'answer': '11', 'time': 6.592442035675049}","{'answer': '01', 'time': 7.592461109161377}","{'answer': '13', 'time': 5.575700998306274}","{'answer': '87', 'time': 4.842554092407227}"
-train_16,"['2', '6', '4', '5', '3', 'overall']","{'answer': '17', 'time': 8.974673986434937}","{'answer': '08', 'time': 6.992140054702759}","{'answer': '09', 'time': 7.159526824951172}","{'answer': '01', 'time': 5.625424146652222}","{'answer': '17', 'time': 3.9424610137939453}","{'answer': '83', 'time': 2.9091989994049072}"
-train_17,"['2', '6', '4', '5', '3', 'overall']","{'answer': '06', 'time': 6.23907208442688}","{'answer': '02', 'time': 10.05887508392334}","{'answer': '13', 'time': 5.35918402671814}","{'answer': '06', 'time': 6.160006046295166}","{'answer': '07', 'time': 3.708575963973999}","{'answer': '87', 'time': 5.076056003570557}"
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-test_0,"['2', '6', '4', '5', '3', 'overall']","{'answer': '07', 'time': 5.370132207870483}","{'answer': '02', 'time': 1.2918479442596436}","{'answer': '06', 'time': 4.626178979873657}","{'answer': '08', 'time': 3.859586000442505}","{'answer': '11', 'time': 4.442602157592773}","{'answer': '89', 'time': 2.009474992752075}"
-test_1,"['2', '6', '4', '5', '3', 'overall']","{'answer': '09', 'time': 6.040351867675781}","{'answer': '01', 'time': 1.5593841075897217}","{'answer': '04', 'time': 4.160007953643799}","{'answer': '09', 'time': 3.5587270259857178}","{'answer': '09', 'time': 3.009481191635132}","{'answer': '91', 'time': 3.3099021911621094}"
-test_2,"['2', '6', '4', '5', '3', 'overall']","{'answer': '11', 'time': 6.363233804702759}","{'answer': '04', 'time': 3.326404094696045}","{'answer': '00', 'time': 3.592424154281616}","{'answer': '03', 'time': 5.025896072387695}","{'answer': '11', 'time': 4.942652940750122}","{'answer': '89', 'time': 2.509197235107422}"
-test_3,"['2', '6', '4', '5', '3', 'overall']","{'answer': '08', 'time': 9.074213027954102}","{'answer': '01', 'time': 1.692652940750122}","{'answer': '04', 'time': 7.792577028274536}","{'answer': '06', 'time': 8.325893878936768}","{'answer': '11', 'time': 4.409218072891235}","{'answer': '89', 'time': 3.243312120437622}"
-test_4,"['2', '6', '4', '5', '3', 'overall']","{'answer': '12', 'time': 6.322015047073364}","{'answer': '02', 'time': 2.7259538173675537}","{'answer': '00', 'time': 4.559998035430908}","{'answer': '08', 'time': 3.8253250122070312}","{'answer': '11', 'time': 2.50944185256958}","{'answer': '88', 'time': 3.643385887145996}"
-test_5,"['2', '6', '4', '5', '3', 'overall']","{'answer': '03', 'time': 6.76225209236145}","{'answer': '01', 'time': 1.1926748752593994}","{'answer': '10', 'time': 4.49266791343689}","{'answer': '01', 'time': 3.2260210514068604}","{'answer': '10', 'time': 2.5098209381103516}","{'answer': '90', 'time': 1.9430930614471436}"
-test_6,"['2', '6', '4', '5', '3', 'overall']","{'answer': '07', 'time': 3.765528917312622}","{'answer': '01', 'time': 3.125962018966675}","{'answer': '08', 'time': 4.992753982543945}","{'answer': '09', 'time': 5.659105062484741}","{'answer': '13', 'time': 4.442892074584961}","{'answer': '87', 'time': 1.242656946182251}"
-test_7,"['2', '6', '4', '5', '3', 'overall']","{'answer': '13', 'time': 5.334572792053223}","{'answer': '06', 'time': 3.4253759384155273}","{'answer': '04', 'time': 4.659333944320679}","{'answer': '01', 'time': 8.65910005569458}","{'answer': '13', 'time': 3.8434250354766846}","{'answer': '87', 'time': 3.475461006164551}"
-test_8,"['2', '6', '4', '5', '3', 'overall']","{'answer': '03', 'time': 3.5986340045928955}","{'answer': '01', 'time': 1.026136875152588}","{'answer': '04', 'time': 4.159365177154541}","{'answer': '01', 'time': 2.859255790710449}","{'answer': '09', 'time': 4.343358993530273}","{'answer': '91', 'time': 2.2094991207122803}"
-test_9,"['2', '6', '4', '5', '3', 'overall']","{'answer': '13', 'time': 7.596956968307495}","{'answer': '06', 'time': 4.325355052947998}","{'answer': '04', 'time': 5.160022020339966}","{'answer': '06', 'time': 3.891908884048462}","{'answer': '11', 'time': 3.47601318359375}","{'answer': '87', 'time': 1.7430799007415771}"
-test_10,"['2', '6', '4', '5', '3', 'overall']","{'answer': '13', 'time': 4.122824192047119}","{'answer': '06', 'time': 3.7593209743499756}","{'answer': '00', 'time': 3.3933489322662354}","{'answer': '05', 'time': 7.725253105163574}","{'answer': '11', 'time': 3.009845018386841}","{'answer': '87', 'time': 3.2089450359344482}"
-test_11,"['2', '6', '4', '5', '3', 'overall']","{'answer': '13', 'time': 4.674084901809692}","{'answer': '06', 'time': 7.1922900676727295}","{'answer': '09', 'time': 7.925943851470947}","{'answer': '01', 'time': 6.893152952194214}","{'answer': '12', 'time': 3.842210054397583}","{'answer': '87', 'time': 3.6097941398620605}"
-test_12,"['2', '6', '4', '5', '3', 'overall']","{'answer': '15', 'time': 5.72243595123291}","{'answer': '07', 'time': 6.126430034637451}","{'answer': '06', 'time': 7.992110013961792}","{'answer': '07', 'time': 1.3265531063079834}","{'answer': '08', 'time': 4.9421679973602295}","{'answer': '85', 'time': 1.7760798931121826}"
-test_13,"['2', '6', '4', '5', '3', 'overall']","{'answer': '03', 'time': 6.28024697303772}","{'answer': '01', 'time': 2.958688974380493}","{'answer': '05', 'time': 4.4927167892456055}","{'answer': '03', 'time': 4.593175888061523}","{'answer': '12', 'time': 2.9419360160827637}","{'answer': '88', 'time': 4.310007095336914}"
-test_14,"['2', '6', '4', '5', '3', 'overall']","{'answer': '09', 'time': 3.873940944671631}","{'answer': '02', 'time': 2.6591720581054688}","{'answer': '10', 'time': 5.49337100982666}","{'answer': '05', 'time': 4.991660118103027}","{'answer': '11', 'time': 4.34299898147583}","{'answer': '89', 'time': 3.8756511211395264}"
-test_15,"['2', '6', '4', '5', '3', 'overall']","{'answer': '14', 'time': 14.258066892623901}","{'answer': '06', 'time': 3.458866834640503}","{'answer': '05', 'time': 5.559311866760254}","{'answer': '02', 'time': 9.325467109680176}","{'answer': '12', 'time': 0.8431508541107178}","{'answer': '86', 'time': 1.9761810302734375}"
-test_16,"['2', '6', '4', '5', '3', 'overall']","{'answer': '08', 'time': 5.152645111083984}","{'answer': '02', 'time': 2.8260960578918457}","{'answer': '06', 'time': 6.1925060749053955}","{'answer': '08', 'time': 5.3597800731658936}","{'answer': '10', 'time': 3.6089320182800293}","{'answer': '90', 'time': 1.2428920269012451}"
-test_17,"['2', '6', '4', '5', '3', 'overall']","{'answer': '13', 'time': 4.803897142410278}","{'answer': '03', 'time': 1.4594769477844238}","{'answer': '02', 'time': 4.358694791793823}","{'answer': '08', 'time': 2.45951509475708}","{'answer': '13', 'time': 3.2757620811462402}","{'answer': '87', 'time': 2.00917387008667}"
-test_18,"['2', '6', '4', '5', '3', 'overall']","{'answer': '09', 'time': 4.2140421867370605}","{'answer': '04', 'time': 1.5599000453948975}","{'answer': '09', 'time': 3.925323963165283}","{'answer': '07', 'time': 3.126021146774292}","{'answer': '12', 'time': 4.142999887466431}","{'answer': '88', 'time': 3.5757298469543457}"
-test_19,"['2', '6', '4', '5', '3', 'overall']","{'answer': '17', 'time': 5.040421962738037}","{'answer': '02', 'time': 4.191894054412842}","{'answer': '09', 'time': 7.392826080322266}","{'answer': '02', 'time': 4.558949947357178}","{'answer': '08', 'time': 3.243030071258545}","{'answer': '83', 'time': 3.2756431102752686}"
-test_20,"['2', '6', '4', '5', '3', 'overall']","{'answer': '24', 'time': 6.756529092788696}","{'answer': '09', 'time': 5.79217004776001}","{'answer': '00', 'time': 6.593360185623169}","{'answer': '07', 'time': 3.0918431282043457}","{'answer': '13', 'time': 2.976064920425415}","{'answer': '76', 'time': 1.6433439254760742}"
-test_21,"['2', '6', '4', '5', '3', 'overall']","{'answer': '06', 'time': 4.151296138763428}","{'answer': '02', 'time': 3.8925559520721436}","{'answer': '11', 'time': 4.160046100616455}","{'answer': '03', 'time': 4.025239944458008}","{'answer': '10', 'time': 3.9433979988098145}","{'answer': '89', 'time': 4.008821964263916}"
-test_22,"['2', '6', '4', '5', '3', 'overall']","{'answer': '07', 'time': 7.8886260986328125}","{'answer': '01', 'time': 1.3585960865020752}","{'answer': '05', 'time': 4.9926369190216064}","{'answer': '04', 'time': 5.692458868026733}","{'answer': '09', 'time': 3.109358072280884}","{'answer': '91', 'time': 1.5427820682525635}"
-test_23,"['2', '6', '4', '5', '3', 'overall']","{'answer': '17', 'time': 6.068011999130249}","{'answer': '07', 'time': 2.7926201820373535}","{'answer': '13', 'time': 7.2591729164123535}","{'answer': '03', 'time': 4.325888156890869}","{'answer': '08', 'time': 2.94343900680542}","{'answer': '83', 'time': 1.37528395652771}"
-test_24,"['2', '6', '4', '5', '3', 'overall']","{'answer': '16', 'time': 8.456449031829834}","{'answer': '05', 'time': 1.85866379737854}","{'answer': '08', 'time': 7.226454019546509}","{'answer': '07', 'time': 4.958585023880005}","{'answer': '12', 'time': 1.609360933303833}","{'answer': '84', 'time': 7.775803089141846}"
-test_25,"['2', '6', '4', '5', '3', 'overall']","{'answer': '07', 'time': 5.497753143310547}","{'answer': '03', 'time': 1.3595149517059326}","{'answer': '05', 'time': 4.892041921615601}","{'answer': '08', 'time': 3.2597439289093018}","{'answer': '08', 'time': 5.808743953704834}","{'answer': '92', 'time': 1.3425939083099365}"
-test_26,"['2', '6', '4', '5', '3', 'overall']","{'answer': '11', 'time': 4.9585120677948}","{'answer': '05', 'time': 1.9259190559387207}","{'answer': '07', 'time': 3.259406089782715}","{'answer': '03', 'time': 4.059445142745972}","{'answer': '07', 'time': 3.775979995727539}","{'answer': '89', 'time': 1.3760998249053955}"
-test_27,"['2', '6', '4', '5', '3', 'overall']","{'answer': '11', 'time': 4.8504838943481445}","{'answer': '05', 'time': 1.7253248691558838}","{'answer': '13', 'time': 4.759367942810059}","{'answer': '05', 'time': 3.7260870933532715}","{'answer': '05', 'time': 4.042462110519409}","{'answer': '87', 'time': 4.376497030258179}"
-test_28,"['2', '6', '4', '5', '3', 'overall']","{'answer': '18', 'time': 8.267277002334595}","{'answer': '07', 'time': 4.025984048843384}","{'answer': '11', 'time': 6.693069934844971}","{'answer': '06', 'time': 8.691939115524292}","{'answer': '09', 'time': 2.076533079147339}","{'answer': '82', 'time': 1.575523853302002}"
-test_29,"['2', '6', '4', '5', '3', 'overall']","{'answer': '12', 'time': 6.2968668937683105}","{'answer': '04', 'time': 4.2924158573150635}","{'answer': '10', 'time': 4.526076078414917}","{'answer': '07', 'time': 3.1598691940307617}","{'answer': '11', 'time': 6.641896963119507}","{'answer': '88', 'time': 5.009846925735474}"
-test_30,"['2', '6', '4', '5', '3', 'overall']","{'answer': '03', 'time': 5.957716941833496}","{'answer': '01', 'time': 1.3931338787078857}","{'answer': '05', 'time': 5.392074823379517}","{'answer': '03', 'time': 7.3591179847717285}","{'answer': '12', 'time': 3.1427159309387207}","{'answer': '88', 'time': 2.4426209926605225}"
-test_31,"['2', '6', '4', '5', '3', 'overall']","{'answer': '17', 'time': 6.798419952392578}","{'answer': '05', 'time': 4.793034076690674}","{'answer': '00', 'time': 4.825468063354492}","{'answer': '09', 'time': 3.1257731914520264}","{'answer': '09', 'time': 4.642606973648071}","{'answer': '83', 'time': 1.476104974746704}"
-test_32,"['2', '6', '4', '5', '3', 'overall']","{'answer': '13', 'time': 9.257129192352295}","{'answer': '04', 'time': 1.5593030452728271}","{'answer': '17', 'time': 5.726643085479736}","{'answer': '06', 'time': 3.625264883041382}","{'answer': '10', 'time': 3.276108980178833}","{'answer': '83', 'time': 2.309887170791626}"
-test_33,"['2', '6', '4', '5', '3', 'overall']","{'answer': '07', 'time': 6.171710014343262}","{'answer': '03', 'time': 1.1260290145874023}","{'answer': '03', 'time': 4.859352111816406}","{'answer': '03', 'time': 3.6258959770202637}","{'answer': '09', 'time': 3.0766899585723877}","{'answer': '91', 'time': 4.875427007675171}"
-test_34,"['2', '6', '4', '5', '3', 'overall']","{'answer': '17', 'time': 8.046574831008911}","{'answer': '08', 'time': 2.759086847305298}","{'answer': '14', 'time': 4.426487922668457}","{'answer': '03', 'time': 4.758558988571167}","{'answer': '07', 'time': 2.542840003967285}","{'answer': '83', 'time': 1.076094150543213}"
-test_35,"['2', '6', '4', '5', '3', 'overall']","{'answer': '13', 'time': 6.172399997711182}","{'answer': '06', 'time': 1.792598009109497}","{'answer': '14', 'time': 4.6933300495147705}","{'answer': '03', 'time': 7.875060796737671}","{'answer': '10', 'time': 3.210181951522827}","{'answer': '86', 'time': 3.1419599056243896}"
-test_36,"['2', '6', '4', '5', '3', 'overall']","{'answer': '13', 'time': 8.59184193611145}","{'answer': '05', 'time': 2.4930009841918945}","{'answer': '10', 'time': 12.791875123977661}","{'answer': '08', 'time': 21.72477388381958}","{'answer': '12', 'time': 3.542670965194702}","{'answer': '87', 'time': 3.8429410457611084}"
-test_37,"['2', '6', '4', '5', '3', 'overall']","{'answer': '13', 'time': 11.240754127502441}","{'answer': '04', 'time': 12.292148113250732}","{'answer': '01', 'time': 14.192551851272583}","{'answer': '05', 'time': 31.691274166107178}","{'answer': '10', 'time': 3.375488042831421}","{'answer': '87', 'time': 2.7093310356140137}"
-test_38,"['2', '6', '4', '5', '3', 'overall']","{'answer': '19', 'time': 7.750884056091309}","{'answer': '08', 'time': 1.3927559852600098}","{'answer': '01', 'time': 5.992540121078491}","{'answer': '03', 'time': 1.0593030452728271}","{'answer': '06', 'time': 4.109776973724365}","{'answer': '81', 'time': 1.276188850402832}"
-test_39,"['2', '6', '4', '5', '3', 'overall']","{'answer': '11', 'time': 4.874099016189575}","{'answer': '04', 'time': 5.592890024185181}","{'answer': '06', 'time': 1.958815097808838}","{'answer': '06', 'time': 8.726163864135742}","{'answer': '07', 'time': 3.6421709060668945}","{'answer': '89', 'time': 5.143234968185425}"
-test_40,"['2', '6', '4', '5', '3', 'overall']","{'answer': '17', 'time': 9.72649097442627}","{'answer': '08', 'time': 4.058626890182495}","{'answer': '06', 'time': 9.25910210609436}","{'answer': '04', 'time': 3.8924639225006104}","{'answer': '11', 'time': 3.6763341426849365}","{'answer': '83', 'time': 1.309096097946167}"
-test_41,"['2', '6', '4', '5', '3', 'overall']","{'answer': '06', 'time': 10.635993957519531}","{'answer': '01', 'time': 7.628046989440918}","{'answer': '04', 'time': 4.859278202056885}","{'answer': '06', 'time': 7.959280014038086}","{'answer': '10', 'time': 4.175858020782471}","{'answer': '90', 'time': 1.4094059467315674}"
-test_42,"['2', '6', '4', '5', '3', 'overall']","{'answer': '09', 'time': 3.5513429641723633}","{'answer': '04', 'time': 2.725327968597412}","{'answer': '06', 'time': 7.659750938415527}","{'answer': '01', 'time': 4.3752281665802}","{'answer': '10', 'time': 2.876121997833252}","{'answer': '90', 'time': 1.8769547939300537}"
-test_43,"['2', '6', '4', '5', '3', 'overall']","{'answer': '10', 'time': 5.335503101348877}","{'answer': '03', 'time': 0.8927228450775146}","{'answer': '04', 'time': 4.426423072814941}","{'answer': '04', 'time': 4.992063045501709}","{'answer': '10', 'time': 2.575958013534546}","{'answer': '90', 'time': 1.7433199882507324}"
-test_44,"['2', '6', '4', '5', '3', 'overall']","{'answer': '11', 'time': 7.171494007110596}","{'answer': '05', 'time': 6.5257909297943115}","{'answer': '12', 'time': 14.259142875671387}","{'answer': '08', 'time': 12.292404890060425}","{'answer': '08', 'time': 5.575227975845337}","{'answer': '88', 'time': 3.976588010787964}"
-test_45,"['2', '6', '4', '5', '3', 'overall']","{'answer': '11', 'time': 4.901403188705444}","{'answer': '03', 'time': 1.692561149597168}","{'answer': '04', 'time': 8.059142112731934}","{'answer': '03', 'time': 6.5257768630981445}","{'answer': '10', 'time': 1.9427340030670166}","{'answer': '89', 'time': 1.6428020000457764}"
-test_46,"['2', '6', '4', '5', '3', 'overall']","{'answer': '17', 'time': 6.405505895614624}","{'answer': '08', 'time': 2.7592599391937256}","{'answer': '03', 'time': 4.193259954452515}","{'answer': '03', 'time': 5.791898012161255}","{'answer': '10', 'time': 4.876607894897461}","{'answer': '83', 'time': 2.2762959003448486}"
-test_47,"['2', '6', '4', '5', '3', 'overall']","{'answer': '05', 'time': 6.895946025848389}","{'answer': '01', 'time': 1.1591660976409912}","{'answer': '06', 'time': 8.092149019241333}","{'answer': '03', 'time': 6.692239046096802}","{'answer': '11', 'time': 4.609733819961548}","{'answer': '89', 'time': 4.942253112792969}"
-test_48,"['2', '6', '4', '5', '3', 'overall']","{'answer': '11', 'time': 10.472695112228394}","{'answer': '04', 'time': 3.293018102645874}","{'answer': '03', 'time': 7.625375986099243}","{'answer': '05', 'time': 3.5931649208068848}","{'answer': '11', 'time': 2.4422049522399902}","{'answer': '89', 'time': 4.175951957702637}"
-test_49,"['2', '6', '4', '5', '3', 'overall']","{'answer': '21', 'time': 8.830983877182007}","{'answer': '09', 'time': 1.7259249687194824}","{'answer': '03', 'time': 5.359236001968384}","{'answer': '05', 'time': 2.0259251594543457}","{'answer': '11', 'time': 3.043041944503784}","{'answer': '79', 'time': 3.7423250675201416}"
diff --git a/master_thesis/frensch_procedures.py b/master_thesis/frensch_procedures.py
deleted file mode 100644
index 3c64471..0000000
--- a/master_thesis/frensch_procedures.py
+++ /dev/null
@@ -1,150 +0,0 @@
-#!/usr/bin/env python3
-
-from __future__ import annotations
-import random
-
-
-class WaterSample:
-    def __init__(
-        self,
-        solid: int,
-        algae: int,
-        lime: tuple[int, int, int, int],
-        toxin: tuple[int, int, int, int],
-    ):
-        self.solid = solid
-        self.algae = algae
-        self.lime = lime
-        self.toxin = toxin
-
-    def procedure_dict(self):
-        procedures = {
-            "1": (self.index1(), self.index1_str()),
-            "2": (self.index2(), self.index2_str()),
-            "3": (self.index3(), self.index3_str()),
-            "4": (self.index4(), self.index4_str()),
-            "5": (self.index5(), self.index5_str()),
-            "6": (self.index6(), self.index6_str()),
-            "overall": (self.overall(), self.overall_str()),
-        }
-
-        return procedures
-
-    def water_sample_dict(self):
-        sample = {
-            "1": (self.index1(), self.index1_str()),
-            "2": (self.index2(), self.index2_str()),
-            "3": (self.index3(), self.index3_str()),
-            "4": (self.index4(), self.index4_str()),
-            "5": (self.index5(), self.index5_str()),
-            "6": (self.index6(), self.index6_str()),
-            "overall": (self.overall(), self.overall_str()),
-            "solid": self.solid,
-            "algae": self.algae,
-            "lime": self.lime,
-            "toxin": self.toxin,
-        }
-        return sample
-
-    def select_procedures(self):
-        procedures = [
-            (self.index1, self.index1_str),
-            (self.index2, self.index2_str),
-            (self.index3, self.index3_str),
-            (self.index4, self.index4_str),
-            (self.index5, self.index5_str),
-            (self.index6, self.index6_str),
-        ]
-        random.shuffle(procedures)
-        training_procedures = procedures[:-1]
-        training_procedures.append((self.overall, self.overall_str))
-
-        return training_procedures, procedures[-1]
-
-    def index1(self):
-        return (self.lime[3] - self.lime[1]) * self.solid
-
-    def index1_str(self):
-        return "(Sandstein_4 - Sandstein_2) * Mineralien"
-
-    def index2(self):
-        return (2 * self.algae) + min(self.lime)
-
-    def index2_str(self):
-        return "(2 * Algen) + Sandstein_min"
-
-    def index3(self):
-        return max(self.toxin) + min(self.toxin)
-
-    def index3_str(self):
-        return "Gifte_max + Gifte_min"
-
-    def index4(self):
-        return (self.solid * 2) - self.toxin[3]
-
-    def index4_str(self):
-        return "(Mineralien * 2) - Gifte_4"
-
-    def index5(self):
-        return max(self.lime[2], (self.toxin[2] - self.toxin[1]))
-
-    def index5_str(self):
-        return "Das Höhere von (Gifte_3 - Gifte_2), (Sandstein_3)"
-
-    def index6(self):
-        return min(self.algae, (self.lime[0] + self.toxin[0]))
-
-    def index6_str(self):
-        return "Das Kleinere von (Sandstein_1 + Gifte_1), (Algen)"
-
-    def overall(self):
-        return 100 - max(
-            self.index1(), self.index2(), self.index3(), self.index4(), self.index5()
-        )
-
-    def overall_str(self):
-        return "100 - dem Höchstem aller Ergebnisse"
-
-    def print_all(self):
-        print(f"Solid: {self.solid}")
-        print(f"Algae: {self.algae}")
-        print(f"Lime: {self.lime}")
-        print(f"Toxin: {self.toxin}")
-        print(f"Index 1: {self.index1_str()} = {self.index1()}")
-        print(f"Index 2: {self.index2_str()} = {self.index2()}")
-        print(f"Index 3: {self.index3_str()} = {self.index3()}")
-        print(f"Index 4: {self.index4_str()} = {self.index4()}")
-        print(f"Index 5: {self.index5_str()} = {self.index5()}")
-        print(f"Index 6: {self.index6_str()} = {self.index6()}")
-        print(f"Overall Quality: {self.overall_str()} = {self.overall()}")
-
-
-# No step should produce a negative number, greater/lesser of comparisons should not
-# use equal numbers
-def constrained_WaterSample():
-    water_sample = random_WaterSample()
-    resample = True
-    while resample:
-        water_sample = random_WaterSample()
-        resample = False
-        # check for negative results
-        for proc in water_sample.procedure_dict().keys():
-            if water_sample.procedure_dict()[proc][0] < 0:
-                resample = True
-        # check for greater/lesser equality
-        # procedure 5
-        if (water_sample.toxin[2] - water_sample.toxin[1]) == water_sample.lime[2]:
-            resample = True
-        # procedure 6
-        if (water_sample.lime[0] + water_sample.toxin[0]) == water_sample.algae:
-            resample = True
-    return water_sample
-
-
-def random_WaterSample():
-    solid = random.randint(1, 9)
-    algae = random.randint(1, 9)
-    lime = tuple(random.randint(1, 9) for _ in range(4))
-    toxin = tuple(random.randint(1, 9) for _ in range(4))
-
-    return WaterSample(solid, algae, lime, toxin)
diff --git a/master_thesis/frensch_task.py b/master_thesis/frensch_task.py
deleted file mode 100644
index fb68093..0000000
--- a/master_thesis/frensch_task.py
+++ /dev/null
@@ -1,409 +0,0 @@
-#!/usr/bin/env python3
-from __future__ import annotations
-
-import pickle
-import random
-from collections import namedtuple
-from pprint import pprint
-
-import pandas as pd
-from psychopy import core, event, gui, visual
-
-import frensch_procedures
-
-DisplayVariable = namedtuple("DisplayVariable", ["name", "values"])
-DisplayProcedure = namedtuple("DisplayProcedure", ["procedure", "solution"])
-
-intro_text = """Vielen Dank dass Sie bei unserem Experiment zum menschlichen Lernen teilnehmen!
-
-In diesem Experiment arbeiten Sie in einem Labor, welches die Wasserqualität analysiert.
-Dafür bekommen Sie einige Wasserproben und müssen für jede Probe verschiedene Kennwerte ermitteln.
-
-Jede Wasserprobe besitzt bereits verschiedene gemessene Werte, wie der Algengehalt, welche für die Berechnungen benutzt werden.
-
-
-(Leertaste zum Fortfahren)
-"""
-
-intro2_text = """Im folgenden müssen sie verschiedene Rechenaufgaben lösen um die Kennwerte zu berechnen.
-Verwenden Sie die gewohnten Rechenregeln und geben sie Ihre Lösung bitte immer als zweistellige Zahl ein, und bestätigen mit Enter.
-Die Werte der Variablen (z.B. Algen) werden oben am Bildschirm angezeigt.
-
-Manche Variablen haben mehrere mögliche Werte; "Gifte_2" besagt z.B., dass der zweite Wert der Giftwerte zu verwenden ist.
-"_max/_min" besagt, dass der maximale/minimale Wert dieser Variable zu verwenden ist.
-
-Als letzte Berechnung müssen Sie den Gesamtwert der Wasserqualität aus ihren Ergebnissen berechnen.
-
-Nach jeder Aufgabe können Sie kurz pausieren.
-
-Drücken Sie die Leertaste um zu beginnen"""
-
-
-def experiment_shutdown():
-    WIN.close()
-    core.quit()
-
-
-WIN = visual.Window((1920, 1080), fullscr=True, units="pix")
-MONITOR_FPS = 60
-TRAIN_TRIALS = 75
-TEST_TRIALS = 50
-# TRAIN_TRIALS = 3
-# TEST_TRIALS = 3
-ORDER_CONDITIONS = ["fixed", "random", "blocked"]
-PROCEDURE_KEYS = ["1", "2", "3", "4", "5", "6", "overall"]
-
-# Cancel experiment anytime with Esc
-event.globalKeys.add(key="escape", func=experiment_shutdown, name="shutdown")
-
-
-def generate_variable_display(varx: list[DisplayVariable], x_positions: list[int]):
-    assert len(varx) == len(x_positions)
-
-    stims = []
-
-    def gen_value_stims(values, x, y, offset):
-        for value in values:
-            y -= offset
-            value_stim = visual.TextBox2(
-                WIN,
-                pos=(x, y),
-                text=value,
-                # size=200,
-                letterHeight=75,
-                alignment="center",
-            )
-            stims.append(value_stim)
-
-    y = 550
-    offset = 100
-
-    for var, x_pos in zip(varx, x_positions):
-        stim_var = visual.TextBox2(
-            WIN,
-            pos=[x_pos, y],
-            text=var.name,
-            # size=[1000, 1000],
-            letterHeight=40,
-            alignment="center",
-        )
-        stims.append(stim_var)
-
-        gen_value_stims(var.values, x_pos, y, offset)
-
-    return stims
-
-
-def generate_procedure_display(procedure: DisplayProcedure, position):
-    stim_procedure = visual.TextBox2(
-        WIN,
-        pos=position,
-        text=procedure.procedure,
-        size=[1000000, 1000],
-        letterHeight=40,
-        alignment="center",
-    )
-    return stim_procedure
-
-
-def generate_all_watersamples(n):
-    samples = []
-    for _ in range(n):
-        samples.append(frensch_procedures.constrained_WaterSample())
-    return samples
-
-
-def run_blocked_trials(water_samples, procedure_keys):
-    results = {}
-    for proc_idx, proc in enumerate(procedure_keys):
-        for sample_idx, sample in enumerate(water_samples):
-            cur_key = f"train_{sample_idx}"
-            if not cur_key in results.keys():
-                results[cur_key] = {}
-            results[cur_key]["procedure_order"] = tuple(procedure_keys)
-            results[cur_key]["water_sample"] = sample.water_sample_dict()
-
-            solid = DisplayVariable("Mineralien", [sample.solid])
-            algae = DisplayVariable("Algen", [sample.algae])
-            lime = DisplayVariable("Sandstein", sample.lime)
-            toxin = DisplayVariable("Gifte", sample.toxin)
-            x_positions = [-800, -400, 400, 800]
-
-            stims = generate_variable_display([solid, algae, lime, toxin], x_positions)
-
-            procedures = sample.procedure_dict()
-
-            proc_x = -600
-            proc_y = -100
-            answ_x = 200
-            answ_y = -100
-            y_offset = 80
-
-            print(procedure_keys[:proc_idx])
-            for prev in procedure_keys[:proc_idx]:
-                print(prev)
-                if not prev:
-                    continue
-                p = DisplayProcedure(procedures[prev][1], procedures[prev][0])
-                p = generate_procedure_display(p, (proc_x, proc_y))
-                stims.append(p)
-                proc_y -= y_offset
-
-                stim_answer_equals = visual.TextBox2(
-                    WIN,
-                    "=",
-                    letterHeight=50,
-                    pos=(answ_x - 100, answ_y),
-                    size=[150, 70],
-                    alignment="center",
-                )
-                stims.append(stim_answer_equals)
-
-                print(sample_idx)
-                stim_answer_box = visual.TextBox2(
-                    WIN,
-                    results[f"train_{sample_idx}"][prev]["answer"],
-                    letterHeight=50,
-                    pos=(answ_x, answ_y),
-                    size=[150, 70],
-                    editable=True,
-                    fillColor="white",
-                    color="black",
-                    alignment="center",
-                )
-                stims.append(stim_answer_box)
-                answ_y -= y_offset
-
-            p = DisplayProcedure(procedures[proc][1], procedures[proc][0])
-            p = generate_procedure_display(p, (proc_x, proc_y))
-            stims.append(p)
-            proc_y -= y_offset
-
-            stim_answer_equals = visual.TextBox2(
-                WIN,
-                "=",
-                letterHeight=50,
-                pos=(answ_x - 100, answ_y),
-                size=[150, 70],
-                alignment="center",
-            )
-            stims.append(stim_answer_equals)
-
-            print(sample_idx)
-            stim_answer_box = visual.TextBox2(
-                WIN,
-                "",
-                letterHeight=50,
-                pos=(answ_x, answ_y),
-                size=[150, 70],
-                editable=True,
-                fillColor="white",
-                color="black",
-                alignment="center",
-            )
-            stims.append(stim_answer_box)
-            answ_y -= y_offset
-
-            not_finished = True
-            answer = "not answered"
-            start_time = core.monotonicClock.getTime()
-            while not_finished:
-                stim_answer_box.hasFocus = True
-                for stim in stims:
-                    stim.draw()
-                WIN.flip()
-                answer = stim_answer_box.text
-                if "\n" in answer:
-                    if answer[0].isdigit() and answer[1].isdigit():
-                        not_finished = False
-                    else:
-                        stim_answer_box.text = answer[:-1]
-                if len(answer) > 2:
-                    stim_answer_box.text = stim_answer_box.text[:2]
-            answer_time = core.monotonicClock.getTime() - start_time
-            answer = (answer.replace("\n", ""), answer_time)
-            results[cur_key][proc] = {"answer": answer[0], "time": answer[1]}
-
-    return results
-
-
-def run_trial(water_sample, procedure_keys: list, condition):
-    water_sample.print_all()
-
-    if condition == "random":
-        overall = procedure_keys.pop()
-        random.shuffle(procedure_keys)
-        procedure_keys.append(overall)
-
-    solid = DisplayVariable("Mineralien", [water_sample.solid])
-    algae = DisplayVariable("Algen", [water_sample.algae])
-    lime = DisplayVariable("Sandstein", water_sample.lime)
-    toxin = DisplayVariable("Gifte", water_sample.toxin)
-    x_positions = [-800, -400, 400, 800]
-
-    stims = generate_variable_display([solid, algae, lime, toxin], x_positions)
-
-    procedures = water_sample.procedure_dict()
-
-    answers = []
-    proc_x = -600
-    proc_y = -100
-    answ_x = 200
-    answ_y = -100
-    y_offset = 80
-    for proc in procedure_keys:
-        p = DisplayProcedure(procedures[proc][1], procedures[proc][0])
-        p = generate_procedure_display(p, (proc_x, proc_y))
-        stims.append(p)
-        proc_y -= y_offset
-
-        stim_answer_equals = visual.TextBox2(
-            WIN,
-            "=",
-            letterHeight=50,
-            pos=(answ_x - 100, answ_y),
-            size=[150, 70],
-            alignment="center",
-        )
-        stims.append(stim_answer_equals)
-
-        stim_answer_box = visual.TextBox2(
-            WIN,
-            "",
-            letterHeight=50,
-            pos=(answ_x, answ_y),
-            size=[150, 70],
-            editable=True,
-            fillColor="white",
-            color="black",
-            alignment="center",
-        )
-        stims.append(stim_answer_box)
-        answ_y -= y_offset
-
-        not_finished = True
-        answer = "not answered"
-        start_time = core.monotonicClock.getTime()
-        while not_finished:
-            stim_answer_box.hasFocus = True
-            for stim in stims:
-                stim.draw()
-            WIN.flip()
-            answer = stim_answer_box.text
-            if "\n" in answer:
-                if answer[0].isdigit() and answer[1].isdigit():
-                    not_finished = False
-                else:
-                    stim_answer_box.text = answer[:-1]
-            if len(answer) > 2:
-                stim_answer_box.text = stim_answer_box.text[:2]
-        answer_time = core.monotonicClock.getTime() - start_time
-        answers.append((answer.replace("\n", ""), answer_time))
-
-    # event.waitKeys(keyList=["space"])
-
-    return tuple(answers), tuple(procedure_keys)
-
-
-condition_dlg = gui.Dlg(title="Experiment Condition")
-condition_dlg.addText("Condition")
-condition_dlg.addField("condition")
-CONDITION = condition_dlg.show()[0]
-
-assert CONDITION in ORDER_CONDITIONS
-
-pause = visual.TextBox2(
-    WIN,
-    """Drücken Sie die Leertaste um mit der nächsten Wasserprobe fortzufahren""",
-    letterHeight=50,
-    alignment="center",
-)
-
-intro = visual.TextBox2(
-    WIN, intro_text, letterHeight=40, alignment="center", size=(100000, 100000)
-)
-intro.draw()
-WIN.flip()
-event.waitKeys(keyList=["space"])
-
-intro2 = visual.TextBox2(
-    WIN, intro2_text, letterHeight=40, alignment="center", size=(100000, 100000)
-)
-intro2.draw()
-WIN.flip()
-event.waitKeys(keyList=["space"])
-
-train_procedures = PROCEDURE_KEYS[:-1]
-random.shuffle(train_procedures)
-transfer_procedure = train_procedures[-1]
-train_procedures = train_procedures[:-1]
-train_procedures.append(PROCEDURE_KEYS[-1])
-
-all_samples = generate_all_watersamples(TRAIN_TRIALS + TEST_TRIALS)
-
-if CONDITION != "blocked":
-    results = {}
-    for i in range(TRAIN_TRIALS):
-        print(train_procedures)
-        answer, procedure_keys = run_trial(all_samples[i], train_procedures, CONDITION)
-        answer_dict = {}
-        answer_dict["procedure_order"] = procedure_keys
-        answer_dict["water_sample"] = all_samples[i].water_sample_dict()
-        for proc, key in zip(answer, procedure_keys):
-            answer_dict[key] = {"answer": proc[0], "time": proc[1]}
-
-        results[f"train_{i}"] = answer_dict
-
-        pause.draw()
-        WIN.flip()
-        event.waitKeys(keyList=["space"])
-else:
-    results = run_blocked_trials(all_samples[:TRAIN_TRIALS], train_procedures)
-
-
-phase = visual.TextBox2(
-    WIN,
-    """Sie haben den ersten Teil geschafft! Der zweite Teil ist etwas kürzer als der erste
-
-Drücken Sie die Leertaste um anzufangen.""",
-    letterHeight=40,
-    alignment="center",
-)
-phase.draw()
-WIN.flip()
-event.waitKeys(keyList=["space"])
-
-train_procedures[2] = transfer_procedure
-for i in range(TEST_TRIALS):
-    print(train_procedures)
-    answer, procedure_keys = run_trial(
-        all_samples[TRAIN_TRIALS + i], train_procedures, "fixed"
-    )
-    print(procedure_keys)
-    answer_dict = {}
-    answer_dict["procedure_order"] = procedure_keys
-    answer_dict["water_sample"] = all_samples[TRAIN_TRIALS + i].water_sample_dict()
-    for proc, key in zip(answer, procedure_keys):
-        answer_dict[key] = {"answer": proc[0], "time": proc[1]}
-
-    results[f"test_{i}"] = answer_dict
-
-    pause.draw()
-    WIN.flip()
-    event.waitKeys(keyList=["space"])
-
-pprint(results)
-
-df = pd.DataFrame.from_dict(results, orient="index")
-df.to_csv("vp_results.csv")
-
-with open("vp.pkl", "wb") as file:
-    pickle.dump(results, file)
-
-outro_text = "Das Experiment ist nun vorüber.\n\nVielen Dank für Ihre Teilnahme!"
-outro = visual.TextBox2(
-    WIN, outro_text, letterHeight=40, alignment="center", size=(100000, 100000)
-)
-outro.draw()
-WIN.flip()
-event.waitKeys(keyList=["space"])
diff --git a/master_thesis/pyactr_tut.py b/master_thesis/pyactr_tut.py
deleted file mode 100644
index a44209e..0000000
--- a/master_thesis/pyactr_tut.py
+++ /dev/null
@@ -1,512 +0,0 @@
-#!/usr/bin/env python3
-
-import pyactr as actr
-
-
-def memory_motor():
-    playing_memory = actr.ACTRModel()
-
-    actr.chunktype("playgame", "game, activity")
-
-    initial_chunk = actr.makechunk(typename="playgame", game="memory")
-
-    goal = playing_memory.set_goal("goal")
-
-    playing_memory.productionstring(
-        name="startplaying",
-        string="""
-    =goal>
-    isa playgame
-    game memory
-    activity None
-        ?manual>
-        state free
-    ==>
-    =goal>
-    isa playgame
-    activity presskey
-    """,
-    )
-
-    playing_memory.productionstring(
-        name="presskey",
-        string="""
-    =goal>
-    isa playgame
-    game memory
-    activity presskey
-    ==>
-    +manual>
-    isa _manual
-    cmd press_key
-    key 1
-    =goal>
-        isa playgame
-        activity None
-    """,
-    )
-
-    simulation_game = playing_memory.simulation()
-    simulation_game.run()
-
-
-def memory_vision():
-    environment = actr.Environment()
-    playing_memory = actr.ACTRModel(environment=environment)
-
-    memory = [{}, {"A": {"text": "A", "position": (100, 100)}}]
-
-    goal = playing_memory.set_goal("goal")
-    actr.chunktype("playgame", "game, activity, key, object")
-    initial_chunk = actr.makechunk(typename="playgame", game="memory", key="1")
-    goal.add(initial_chunk)
-
-    playing_memory.productionstring(
-        name="startplaying",
-        string="""
-    =goal>
-    isa  playgame
-    game memory
-    activity None
-    ==>
-    =goal>
-    isa playgame
-    activity presskey""",
-    )
-
-    playing_memory.productionstring(
-        name="presskey",
-        string="""
-    =goal>
-    isa  playgame
-    game memory
-    activity presskey
-    key =k
-    ==>
-    +manual>
-    isa _manual
-    cmd press_key
-    key =k
-    =goal>
-    isa playgame
-    activity attend""",
-    )
-
-    playing_memory.productionstring(
-        name="attendobject",
-        string="""
-    =goal>
-    isa  playgame
-    game memory
-    activity attend
-    =visual_location>
-    isa _visuallocation
-    ?manual>
-    state free
-    ==>
-    =goal>
-    isa playgame
-    activity storeobject
-    +visual>
-    isa _visual
-    cmd     move_attention
-    screen_pos =visual_location""",
-    )
-
-    playing_memory.productionstring(
-        name="storeobject",
-        string="""
-    =goal>
-    isa  playgame
-    game memory
-    activity storeobject
-    =visual>
-    isa _visual
-    value =v
-    ==>
-    =goal>
-    isa playgame
-    activity None
-    object =v""",
-    )
-
-    simulation = playing_memory.simulation(
-        gui=False,
-        environment_process=environment.environment_process,
-        stimuli=memory,
-        triggers="1",
-    )
-    simulation.run()
-
-    print(goal)
-
-
-def memory_memory():
-    environment = actr.Environment()
-    playing_memory = actr.ACTRModel(environment=environment)
-
-    memory = [
-        {},
-        {"A": {"text": "A", "position": (100, 100)}},
-        {"A": {"text": "A", "position": (100, 100)}},
-    ]
-
-    goal = playing_memory.set_goal("goal")
-    actr.chunktype("playgame", "game, activity, key, object")
-    initial_chunk = actr.makechunk(typename="playgame", game="memory", key="1")
-    goal.add(initial_chunk)
-
-    playing_memory.productionstring(
-        name="startplaying",
-        string="""
-    =goal>
-    isa  playgame
-    game memory
-    activity None
-    object None
-    ==>
-    =goal>
-    isa playgame
-    activity presskey""",
-    )
-
-    playing_memory.productionstring(
-        name="continueplaying",
-        string="""
-    =goal>
-    isa  playgame
-    game memory
-    activity None
-    object ~None
-    ==>
-    =goal>
-    isa playgame
-    game memory
-    activity recall""",
-    )
-
-    playing_memory.productionstring(
-        name="recallvalue",
-        string="""
-    =goal>
-    isa  playgame
-    game memory
-    activity recall
-    object =val
-    ==>
-    =goal>
-    isa  playgame
-    game memory
-    activity checkrecalled
-    +retrieval>
-    isa playgame
-    object =val""",
-    )
-
-    playing_memory.productionstring(
-        name="recallsuccessful",
-        string="""
-    =goal>
-    isa  playgame
-    game memory
-    activity checkrecalled
-    object =val
-    ?retrieval>
-    buffer full
-    =retrieval>
-    isa playgame
-    key =k
-    ==>
-    =goal>
-    isa playgame
-    key =k
-    activity done""",
-    )
-
-    playing_memory.productionstring(
-        name="recallfailed",
-        string="""
-    =goal>
-    isa  playgame
-    game memory
-    activity checkrecalled
-    key 1
-    object =val
-    ?retrieval>
-    state error
-    ==>
-    ~goal>
-    +goal>
-    isa playgame
-    game memory
-    activity presskey
-    key 2""",
-    )
-
-    playing_memory.productionstring(
-        name="presskey",
-        string="""
-    =goal>
-    isa  playgame
-    game memory
-    activity presskey
-    key =k
-    ==>
-    +manual>
-    isa _manual
-    cmd press_key
-    key =k
-    =goal>
-    isa playgame
-    activity attend""",
-    )
-
-    playing_memory.productionstring(
-        name="attendobject",
-        string="""
-    =goal>
-    isa  playgame
-    game memory
-    activity attend
-    =visual_location>
-    isa _visuallocation
-    ?manual>
-    state free
-    ==>
-    =goal>
-    isa playgame
-    activity storeobject
-    +visual>
-    isa _visual
-    cmd     move_attention
-    screen_pos =visual_location""",
-    )
-
-    playing_memory.productionstring(
-        name="storeobject",
-        string="""
-    =goal>
-    isa  playgame
-    game memory
-    activity storeobject
-    =visual>
-    isa _visual
-    value =v
-    ==>
-    =goal>
-    isa playgame
-    activity None
-    object =v""",
-    )
-
-    simulation = playing_memory.simulation(
-        gui=False,
-        environment_process=environment.environment_process,
-        stimuli=memory,
-        triggers="1",
-    )
-    simulation.run(max_time=2)
-
-    print(goal)
-    print(playing_memory.decmem)
-
-
-def memory_memory_loop():
-    environment = actr.Environment()
-    playing_memory = actr.ACTRModel(environment=environment)
-
-    goal = playing_memory.set_goal("goal")
-    actr.chunktype("playgame", "game, activity, key, object")
-    initial_chunk = actr.makechunk(typename="playgame", game="memory", key="1")
-
-    memory = [{}] + [{i: {"text": i, "position": (100, 100)}} for i in "BCDEFGHDIJ"]
-    goal.add(initial_chunk)
-
-    playing_memory.productionstring(
-        name="startplaying",
-        string="""
-    =goal>
-    isa  playgame
-    game memory
-    activity None
-    object None
-    ==>
-    =goal>
-    isa playgame
-    activity presskey""",
-    )
-
-    playing_memory.productionstring(
-        name="continueplaying",
-        string="""
-    =goal>
-    isa  playgame
-    game memory
-    activity None
-    object ~None
-    ==>
-    =goal>
-    isa playgame
-    game memory
-    activity recall""",
-    )
-
-    playing_memory.productionstring(
-        name="recallvalue",
-        string="""
-    =goal>
-    isa  playgame
-    game memory
-    activity recall
-    object =val
-    ==>
-    =goal>
-    isa  playgame
-    game memory
-    activity checkrecalled
-    +retrieval>
-    isa playgame
-    object =val""",
-    )
-
-    playing_memory.productionstring(
-        name="recallsuccessful",
-        string="""
-    =goal>
-    isa  playgame
-    game memory
-    activity checkrecalled
-    object =val
-    ?retrieval>
-    buffer full
-    =retrieval>
-    isa playgame
-    key =k
-    ==>
-    =goal>
-    isa playgame
-    key =k
-    activity done""",
-    )
-
-    for i in range(1, 9):
-        playing_memory.productionstring(
-            name="recallfailed" + str(i),
-            string="""
-        =goal>
-        isa  playgame
-        game memory
-        activity checkrecalled
-        key """
-            + str(i)
-            + """
-        object =val
-        ?retrieval>
-        state error
-        ==>
-        ~goal>
-        +goal>
-        isa playgame
-        game memory
-        activity presskey
-        key """
-            + str((i + 1) % 10),
-        )
-
-    playing_memory.productionstring(
-        name="recallfailed9",
-        string="""
-    =goal>
-    isa  playgame
-    game memory
-    activity checkrecalled
-    key 0
-    object =val
-    ?retrieval>
-    state error
-    ==>
-    ~goal>""",
-    )
-
-    playing_memory.productionstring(
-        name="presskey",
-        string="""
-    =goal>
-    isa  playgame
-    game memory
-    activity presskey
-    key =k
-    ==>
-    +manual>
-    isa _manual
-    cmd press_key
-    key =k
-    =goal>
-    isa playgame
-    activity attend""",
-    )
-
-    playing_memory.productionstring(
-        name="attendobject",
-        string="""
-    =goal>
-    isa  playgame
-    game memory
-    activity attend
-    =visual_location>
-    isa _visuallocation
-    ?manual>
-    state free
-    ==>
-    =goal>
-    isa playgame
-    activity storeobject
-    +visual>
-    isa _visual
-    cmd     move_attention
-    screen_pos =visual_location""",
-    )
-
-    playing_memory.productionstring(
-        name="storeobject",
-        string="""
-    =goal>
-    isa  playgame
-    game memory
-    activity storeobject
-    =visual>
-    isa _visual
-    value =v
-    ==>
-    =goal>
-    isa playgame
-    activity None
-    object =v""",
-    )
-    playing_memory.model_parameters["subsymbolic"] = True
-
-    goal.add(initial_chunk)
-    # playing_memory.retrieval.pop()
-    # for i in playing_memory.decmem.copy():
-    #     playing_memory.decmem.pop(i)
-    simulation = playing_memory.simulation(
-        gui=False,
-        environment_process=environment.environment_process,
-        stimuli=memory,
-        triggers=[str(i % 10) for i in range(1, 11)] + ["0"],
-    )
-
-    while True:
-        simulation.step()
-        if simulation.current_event.action == "RULE FIRED: recallsuccessful":
-            break
-        if simulation.show_time() > 10:
-            print("Nothing found, breaking")
-            break
-
-    print(goal)
-    print(simulation.show_time())
-    print(playing_memory.decmem)
-
-
-memory_memory_loop()