diff options
| author | Niclas Dobbertin <niclas.dobbertin@mailbox.org> | 2023-11-01 11:19:35 +0100 |
|---|---|---|
| committer | Niclas Dobbertin <niclas.dobbertin@mailbox.org> | 2023-11-01 11:19:35 +0100 |
| commit | b8cf20494809549ad53b4664a039f9d71be7c29f (patch) | |
| tree | 47f820f24190560fc22570c40be4882783d02985 | |
| parent | 90c0cebad2babecc5d3e4d2a3f464829b51724e0 (diff) | |
cleanup
| -rw-r--r-- | experiment/data/vp01/samples.txt | 1512 | ||||
| -rw-r--r-- | experiment/data/vp01/vp.pkl | bin | 20383 -> 0 bytes | |||
| -rw-r--r-- | experiment/data/vp01/vp_results.csv | 126 | ||||
| -rw-r--r-- | master_thesis/frensch_task.py | 409 |
4 files changed, 0 insertions, 2047 deletions
diff --git a/experiment/data/vp01/samples.txt b/experiment/data/vp01/samples.txt deleted file mode 100644 index 264a570..0000000 --- a/experiment/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/experiment/data/vp01/vp.pkl b/experiment/data/vp01/vp.pkl Binary files differdeleted file mode 100644 index fee9fb2..0000000 --- a/experiment/data/vp01/vp.pkl +++ /dev/null diff --git a/experiment/data/vp01/vp_results.csv b/experiment/data/vp01/vp_results.csv deleted file mode 100644 index e32bc73..0000000 --- a/experiment/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': 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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_task.py b/master_thesis/frensch_task.py deleted file mode 100644 index c6934a1..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((2560, 1440), fullscr=True, units="pix") -MONITOR_FPS = 60 -TRAIN_TRIALS = 75 -TEST_TRIALS = 50 -# TRAIN_TRIALS = 1 -# TEST_TRIALS = 1 -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=100, - alignment="center", - ) - stims.append(value_stim) - - y = 650 - offset = 120 - - 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=50, - 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=50, - 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=50, - 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"]) |