Tag Coefficient Debug: BEACH

Fold 3 - Understanding why coefficient 816714 was selected

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Summary

Tag: BEACH

Selected Coefficient: 816714

Taxonomy Path: 1.1.20.2

Taxonomy Name: Apparel & Accessories > Clothing > Swimwear > Boardshorts

Products with this tag: 16

Unique residual values tried: 11

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?
81671410.0000081.1.20.22.20.1.1 (2*71^3 + 20*71^2 + 71 + 1)Apparel & Accessories > Clothing > Swimwear > BoardshortsYes
117462510.0000081.1.20.33.20.1.1 (3*71^3 + 20*71^2 + 71 + 1)Apparel & Accessories > Clothing > Swimwear > Swim BoxersNo
012.00039700 (0)No
-111910212.000595-0.0.9.3-3.9.0.0 (-(3*71^3 + 9*71^2))No
503091812.0005950.0.4.1414.4.0.0 (14*71^3 + 4*71^2)No
203616598714.00000313.3.2.9.9.11.9.9.2.3.13 (1804229351 + 9*71^4 + 9*71^3 + 2*71^2 + 3*71 + 13)Health & Beauty > Personal Care > Cosmetics > Skin Care > Lip Balms & Treatments > Lip BalmsNo
36821914.00000313.3.2.11.2.3.13 (357911 + 2*71^2 + 3*71 + 13)Health & Beauty > Personal Care > Cosmetics > Bath & BodyNo
13129314.01408514.3.2626.3.14 (26*71^2 + 3*71 + 14)Home & Garden > Decor > Door MatsNo
583614.01408514.11.11.11.14 (5041 + 11*71 + 14)Home & Garden > Kitchen & Dining > BarwareNo
-36821115.000000-5.3.2.1-1.2.3.5 (-(357911 + 2*71^2 + 3*71 + 5))No
-74125315.000000-13.3.5.2-2.5.3.13 (-(2*71^3 + 5*71^2 + 3*71 + 13))No

Products with this Tag

These are the training products that have the "BEACH" tag (processing sequence 724). 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
2968Aotearoad All-Natural & Plastic Waste-Free Lip Balms - ON SALE!2036165987Health & Beauty > Personal Care > Cosmetics > Skin Care > Lip Balms & Treatments > Lip Balmsnone2035349273BEAUTY, BIO-DEGRADABLE, BIODEGRADABLE, COMPOSTABLE, DRY SKIN
1059Showpony5030918BLACK, TAN4214204ITALIAN, SWIM
4302Twigs Men's Swim Trunk1174625Apparel & Accessories > Clothing > Swimwear > Swim Boxersnone357911none
4437Tribal Diamond Men's Swim Trunk1174625Apparel & Accessories > Clothing > Swimwear > Swim Boxersnone357911none
4445Tribal Marks Swim Trunk1174625Apparel & Accessories > Clothing > Swimwear > Swim Boxersnone357911none
4310Tiger Love Men's Swim Trunk816714Apparel & Accessories > Clothing > Swimwear > Boardshortsnone0none
4439Tribal Flower Swim Trunk816714Apparel & Accessories > Clothing > Swimwear > Boardshortsnone0none
4306Teal Tribal Cloth Swim Trunk816714Apparel & Accessories > Clothing > Swimwear > Boardshortsnone0none
2990Barrier Gold Mossy Mist - Natural Insect Repellent368219Health & Beauty > Personal Care > Cosmetics > Bath & Bodynone-448495INSECT BITES
8374Customised Hamptons Coastal Style Doormat131293Home & Garden > Decor > Door Matsnone-685421STRIPED, WELCOME
3087Earthware Natural Bamboo Straws5836Home & Garden > Kitchen & Dining > Barwarenone-810878BIO-DEGRADABLE
2969Barrier Gold Kānuka Essential Oil (Organic)0ORGANIC, AROMATHERAPY, ARTHRITIS-816714ECZEMA, FIRST AID, JOINT FUNCTION
3088Natural Solutions 100% Pure East Cape Mānuka Oil0ORGANIC-816714ECZEMA, FIRST AID
7526Medium Clam Shell 2.5"-368211BASE_GUMPASTE-1184925none
3138Natural Solutions East Cape 4% Mānuka Oil Blend- Mild-741253DEODORANT, AROMATHERAPY-1557967BODY OIL, SKIN CARE INGREDIENTS
3091Eco Tan Invisible Tan Self Tan & Bronzer - Organic!-1119102ORGANIC-1935816BEAUTY, BODY OIL, SUN