Tag Coefficient Debug: BRIGHTER SKIN

Fold 0 - Understanding why coefficient 138042 was selected

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Summary

Tag: BRIGHTER SKIN

Selected Coefficient: 138042

Taxonomy Path: 13.3.20

Taxonomy Name:

Products with this tag: 24

Unique residual values tried: 9

Candidate Coefficients Tried

The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.

Candidate Value Total P-adic Loss Taxonomy Path P-adic Expansion Taxonomy Name Selected?
1380428.00130613.3.2020.3.13 (20*83^2 + 3*83 + 13)Yes
23631898.00159813.3.11.44.11.3.13 (4*83^3 + 11*83^2 + 3*83 + 13)No
63656988.00160413.3.11.1111.11.3.13 (11*83^3 + 11*83^2 + 3*83 + 13)No
10017848648.00174413.3.2.9.2121.9.2.3.13 (21*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13)No
9068682228.00174413.3.2.9.1919.9.2.3.13 (19*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13)No
9543265438.00174413.3.2.9.2020.9.2.3.13 (20*83^4 + 9*83^3 + 2*83^2 + 3*83 + 13)No
5700856798.00174713.3.2.1.1212.1.2.3.13 (12*83^4 + 571787 + 2*83^2 + 3*83 + 13)No
017.00000000 (0)No
57885923.00000017.2.1.11.1.2.17 (571787 + 6889 + 2*83 + 17)No

Products with this Tag

These are the training products that have the "BRIGHTER SKIN" tag (processing sequence 4052). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.

Product ID Title Residual Before Taxonomy Before Tags Already Processed Residual After Taxonomy After Tags Not Yet Processed
13700Radiance Facial Essence with Rose & Marula1001784864none1001646822NATURAL SKINCARE, COMBINATION SKIN
13692Intensive Balm with Marshmallow & Frangipani954326543none954188501none
13699Eye Serum with Rose & Starflower906868222none906730180none
13702Honey & Rose Sugar Scrub Treatment570085679none569947637none
12767De-Stress Aromatherapy Hand Balm with Juniper & Grapefruit6365698none6227656none
13718Aromatherapy Bath Oil with De-Stressing Juniper & Grapefruit - Heart Bottle2363189none2225147SHOWER, BATHOIL
13683Aromatherapy Bath Oil with Calming Rose & Ylang Ylang - Heart Bottle2363189none2225147SHOWER, BATHOIL
13695Aromatherapy Bath Oil with Soothing Geranium, Cypress & Lavender2363189none2225147SHOWER, NATURAL SKINCARE, BATHOIL
13698Aromatherapy Bath Oil with De-Stressing Juniper & Grapefruit2363189none2225147SHOWER, BATHOIL
13668Essential Magazine - July 2018578859none440817COMBINATION SKIN
13754Apricot Geranium & Apricot Palmarosa Gift Set138042none0NATURAL SKINCARE
13644Bath Indulgence Collection138042none0SHOWER, BATHOIL
13645Winter Rose Essentials138042none0SHOWER, BATHOIL
13646Winter Rose - The Collection138042none0SHOWER, BATHOIL
13648Aromatherapy Gift Set - Calming Rose Treats138042none0SHOWER, BATHOIL
13655Soothing Aromatherapy Little Treats Gift Set138042none0NATURAL SKINCARE
13656De-Stress Aromatherapy Little Treats Gift Set138042none0none
13671Radiance Restore Collection0SKINCARE SET-138042NATURAL SKINCARE
13670The Ultimate Collection - Radiance Restore0SKINCARE SET-138042NATURAL SKINCARE
13652Radiance Restore Essentials Collection0SKINCARE SET-138042NATURAL SKINCARE
13714Best Sellers Capsule Set0SKINCARE SET-138042COMBINATION
13651Radiance Saviour Complete Collection0SKINCARE SET-138042NATURAL SKINCARE, COMBINATION
13719Carrot & Mango Cleansing Butter, Organic Muslin Set0SKINCARE SET-138042COMBINATION SKIN
13650Radiance Saviour Essential Collection0SKINCARE SET-138042NATURAL SKINCARE, COMBINATION