diff options
Diffstat (limited to 'master_thesis')
| -rw-r--r-- | master_thesis/__init__.py | 1 | ||||
| -rw-r--r-- | master_thesis/data/vp01/samples.txt | 1512 | ||||
| -rw-r--r-- | master_thesis/data/vp01/vp.pkl | bin | 20383 -> 0 bytes | |||
| -rw-r--r-- | master_thesis/data/vp01/vp_results.csv | 126 | ||||
| -rw-r--r-- | master_thesis/frensch_procedures.py | 150 | ||||
| -rw-r--r-- | master_thesis/pyactr_tut.py | 512 |
6 files changed, 0 insertions, 2301 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'] -[<frensch_procedures.WaterSample object at 0x7f67dfeca790>, - <frensch_procedures.WaterSample object at 0x7f67dfecc550>, - <frensch_procedures.WaterSample object at 0x7f67dfecc370>, - <frensch_procedures.WaterSample object at 0x7f67dfecc580>, - <frensch_procedures.WaterSample object at 0x7f67dfecc460>, - <frensch_procedures.WaterSample object at 0x7f67dfecc520>, - <frensch_procedures.WaterSample object at 0x7f67dfecc6a0>, - <frensch_procedures.WaterSample object at 0x7f67dfecc640>, - <frensch_procedures.WaterSample object at 0x7f67dfecc760>, - <frensch_procedures.WaterSample object at 0x7f67dfecc7c0>, - <frensch_procedures.WaterSample object at 0x7f67dfecc820>, - <frensch_procedures.WaterSample object at 0x7f67dfecc700>, - <frensch_procedures.WaterSample object at 0x7f67dfecc8e0>, - <frensch_procedures.WaterSample object at 0x7f67dfecc880>, - <frensch_procedures.WaterSample object at 0x7f67dfecc9a0>, - <frensch_procedures.WaterSample object at 0x7f67dfecca00>, - <frensch_procedures.WaterSample object at 0x7f67dfecc940>, - <frensch_procedures.WaterSample object at 0x7f67dfeccac0>, - <frensch_procedures.WaterSample object at 0x7f67dfecca60>, - <frensch_procedures.WaterSample object at 0x7f67dfeccb80>, - <frensch_procedures.WaterSample object at 0x7f67dfeccbe0>, - <frensch_procedures.WaterSample object at 0x7f67dfeccc40>, - <frensch_procedures.WaterSample object at 0x7f67dfeccca0>, - <frensch_procedures.WaterSample object at 0x7f67dfeccb20>, - <frensch_procedures.WaterSample object at 0x7f67dfeccd60>, - <frensch_procedures.WaterSample object at 0x7f67dfeccdc0>, - <frensch_procedures.WaterSample object at 0x7f67dfecce20>, - <frensch_procedures.WaterSample object at 0x7f67dfecce80>, - <frensch_procedures.WaterSample object at 0x7f67dfeccd00>, - <frensch_procedures.WaterSample object at 0x7f67dfeccee0>, - <frensch_procedures.WaterSample object at 0x7f67dfeccfd0>, - <frensch_procedures.WaterSample object at 0x7f67dfecd1f0>, - <frensch_procedures.WaterSample object at 0x7f67dfecd2e0>, - <frensch_procedures.WaterSample object at 0x7f67dfecd100>, - <frensch_procedures.WaterSample object at 0x7f67dfecd430>, - <frensch_procedures.WaterSample object at 0x7f67dfecd4c0>, - <frensch_procedures.WaterSample object at 0x7f67dfecd3a0>, - <frensch_procedures.WaterSample object at 0x7f67dfecd5e0>, - <frensch_procedures.WaterSample object at 0x7f67dfecd550>, - <frensch_procedures.WaterSample object at 0x7f67dfecd6d0>, - <frensch_procedures.WaterSample object at 0x7f67dfecd760>, - <frensch_procedures.WaterSample object at 0x7f67dfecd640>, - <frensch_procedures.WaterSample object at 0x7f67dfecd880>, - <frensch_procedures.WaterSample object at 0x7f67dfecd8e0>, - <frensch_procedures.WaterSample object at 0x7f67dfecd940>, - <frensch_procedures.WaterSample object at 0x7f67dfecd7f0>, - <frensch_procedures.WaterSample object at 0x7f67dfecdb80>, - <frensch_procedures.WaterSample object at 0x7f67dfecda60>, - <frensch_procedures.WaterSample object at 0x7f67dfecdd30>, - <frensch_procedures.WaterSample object at 0x7f67dfecdd90>, - <frensch_procedures.WaterSample object at 0x7f67dfecdc40>, - <frensch_procedures.WaterSample object at 0x7f67dfecddf0>, - <frensch_procedures.WaterSample object at 0x7f67dfecdeb0>, - <frensch_procedures.WaterSample object at 0x7f67dfecdf10>, - <frensch_procedures.WaterSample object at 0x7f67dfecdf70>, - <frensch_procedures.WaterSample object at 0x7f67dfecdfd0>, - <frensch_procedures.WaterSample object at 0x7f67dfed0070>, - <frensch_procedures.WaterSample object at 0x7f67dfed00d0>, - <frensch_procedures.WaterSample object at 0x7f67dfed0130>, - <frensch_procedures.WaterSample object at 0x7f67dfed0190>, - <frensch_procedures.WaterSample object at 0x7f67dfed01f0>, - <frensch_procedures.WaterSample object at 0x7f67dfed0250>, - <frensch_procedures.WaterSample object at 0x7f67dfecde50>, - <frensch_procedures.WaterSample object at 0x7f67dfed0310>, - <frensch_procedures.WaterSample object at 0x7f67dfed02b0>, - <frensch_procedures.WaterSample object at 0x7f67dfed0370>, - <frensch_procedures.WaterSample object at 0x7f67dfed03d0>, - <frensch_procedures.WaterSample object at 0x7f67dfed0490>, - <frensch_procedures.WaterSample object at 0x7f67dfed04f0>, - <frensch_procedures.WaterSample object at 0x7f67dfed0430>, - <frensch_procedures.WaterSample object at 0x7f67dfed0550>, - <frensch_procedures.WaterSample object at 0x7f67dfed0670>, - <frensch_procedures.WaterSample object at 0x7f67dfed0730>, - <frensch_procedures.WaterSample object at 0x7f67dfed05b0>, - <frensch_procedures.WaterSample object at 0x7f67dfed07f0>, - <frensch_procedures.WaterSample object at 0x7f67dfed08e0>, - <frensch_procedures.WaterSample object at 0x7f67dfed0970>, - <frensch_procedures.WaterSample object at 0x7f67dfed0850>, - <frensch_procedures.WaterSample object at 0x7f67dfed09d0>, - <frensch_procedures.WaterSample object at 0x7f67dfed0af0>, - <frensch_procedures.WaterSample object at 0x7f67dfed0b50>, - <frensch_procedures.WaterSample object at 0x7f67dfed0bb0>, - <frensch_procedures.WaterSample object at 0x7f67dfed0c40>, - <frensch_procedures.WaterSample object at 0x7f67dfed0a60>, - <frensch_procedures.WaterSample object at 0x7f67dfed0ca0>, - <frensch_procedures.WaterSample object at 0x7f67dfed0d00>, - <frensch_procedures.WaterSample object at 0x7f67dfed0d90>, - <frensch_procedures.WaterSample object at 0x7f67dfed0df0>, - <frensch_procedures.WaterSample object at 0x7f67dfed0e50>, - <frensch_procedures.WaterSample object at 0x7f67dfed0f70>, - <frensch_procedures.WaterSample object at 0x7f67dfed1040>, - <frensch_procedures.WaterSample object at 0x7f67dfed0ee0>, - <frensch_procedures.WaterSample object at 0x7f67dfed10a0>, - <frensch_procedures.WaterSample object at 0x7f67dfed1160>, - <frensch_procedures.WaterSample object at 0x7f67dfed11c0>, - <frensch_procedures.WaterSample object at 0x7f67dfed1310>, - <frensch_procedures.WaterSample object at 0x7f67dfed1370>, - <frensch_procedures.WaterSample object at 0x7f67dfed13d0>, - <frensch_procedures.WaterSample object at 0x7f67dfed1430>, - <frensch_procedures.WaterSample object at 0x7f67dfed1490>, - <frensch_procedures.WaterSample object at 0x7f67dfed14f0>, - <frensch_procedures.WaterSample object at 0x7f67dfed1550>, - <frensch_procedures.WaterSample object at 0x7f67dfed12b0>, - <frensch_procedures.WaterSample object at 0x7f67dfed1610>, - <frensch_procedures.WaterSample object at 0x7f67dfed1670>, - <frensch_procedures.WaterSample object at 0x7f67dfed16d0>, - <frensch_procedures.WaterSample object at 0x7f67dfed15b0>, - <frensch_procedures.WaterSample object at 0x7f67dfed1730>, - <frensch_procedures.WaterSample object at 0x7f67dfed1790>, - <frensch_procedures.WaterSample object at 0x7f67dfed1850>, - <frensch_procedures.WaterSample object at 0x7f67dfed17f0>, - <frensch_procedures.WaterSample object at 0x7f67dfed18b0>, - <frensch_procedures.WaterSample object at 0x7f67dfed1910>, - <frensch_procedures.WaterSample object at 0x7f67dfed19d0>, - <frensch_procedures.WaterSample object at 0x7f67dfed1970>, - <frensch_procedures.WaterSample object at 0x7f67dfed1a90>, - <frensch_procedures.WaterSample object at 0x7f67dfed1af0>, - <frensch_procedures.WaterSample object at 0x7f67dfed1b50>, - <frensch_procedures.WaterSample object at 0x7f67dfed1bb0>, - <frensch_procedures.WaterSample object at 0x7f67dfed1a30>, - <frensch_procedures.WaterSample object at 0x7f67dfed1c70>, - <frensch_procedures.WaterSample object at 0x7f67dfed1cd0>, - <frensch_procedures.WaterSample object at 0x7f67dfed1d30>, - <frensch_procedures.WaterSample object at 0x7f67dfed1d90>, - <frensch_procedures.WaterSample object at 0x7f67dfed1c10>] -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 Binary files differdeleted 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': 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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/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() |