Fold 0 - Understanding why coefficient 1915987 was selected
Tag: BEAUTY
Selected Coefficient: 1915987
Taxonomy Path: 0.0.70.3
Taxonomy Name:
Products with this tag: 11
Unique residual values tried: 9
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? |
|---|---|---|---|---|---|
| 1915987 | 7.000162 | 0.0.70.3 | 3.70.0.0 (3*79^3 + 70*79^2) | Yes | |
| -1535286 | 7.000164 | -0.0.9.3 | -3.9.0.0 (-(3*79^3 + 9*79^2)) | No | |
| 510676066 | 7.000481 | 0.0.61.8.13 | 13.8.61.0.0 (13*79^4 + 8*79^3 + 61*79^2) | No | |
| 6351834169 | 8.000002 | 13.3.2.6.5.2 | 2.5.6.2.3.13 (2*79^5 + 5*79^4 + 6*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Makeup > Lip Makeup > Lip Gloss | No |
| 3432057211 | 8.000004 | 13.3.2.9.9.1 | 1.9.9.2.3.13 (3077056399 + 9*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Lip Balms & Treatments > Lip Balms | No |
| -56639 | 9.012658 | -75.5.9 | -9.5.75 (-(9*79^2 + 5*79 + 75)) | No | |
| 591509423 | 9.012658 | 4.78.56.14.15 | 15.14.56.78.4 (15*79^4 + 14*79^3 + 56*79^2 + 78*79 + 4) | No | |
| 6816632144 | 10.000000 | 66.75.58.0.17.2 | 2.17.0.58.75.66 (2*79^5 + 17*79^4 + 58*79^2 + 75*79 + 66) | No | |
| -7564235 | 10.000000 | -64.1.27.15 | -15.27.1.64 (-(15*79^3 + 27*79^2 + 79 + 64)) | No |
These are the training products that have the "BEAUTY" tag (processing sequence 775). 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 |
|---|---|---|---|---|---|---|---|
| 3090 | Eco By Sonya Super Fruit Toner - ON SALE! | 6816632144 | ORGANIC, FACIAL | 6814716157 | none | ||
| 14352 | Universal Gloss - Rain | 6351834169 | Health & Beauty > Personal Care > Cosmetics > Makeup > Lip Makeup > Lip Gloss | none | 6349918182 | FAIRE, MAKEUP | |
| 14073 | Universal Gloss - Roxy | 6351834169 | Health & Beauty > Personal Care > Cosmetics > Makeup > Lip Makeup > Lip Gloss | none | 6349918182 | FAIRE, MAKEUP | |
| 2968 | Aotearoad All-Natural & Plastic Waste-Free Lip Balms - ON SALE! | 3432057211 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Lip Balms & Treatments > Lip Balms | none | 3430141224 | BIO-DEGRADABLE, COMPOSTABLE | |
| 3181 | Ultimate Life Natural Vitamin E Cream | 591509423 | ACNE, ALL AGES, BABIES | 589593436 | CHILDREN, CRADLE CAP, HORMONE BALANCE, MOTHERS | ||
| 3152 | Eco By Sonya Face Compost Purple Power Face Mask - ON SALE! | 510676066 | FACIAL, ACNE | 508760079 | EXFOLIATION, FACE MASK, ENZYME | ||
| 3070 | Absolute Essential Apricot Kernel Oil (Organic) | 1915987 | FACIAL, ACNE | 0 | none | ||
| 3074 | Absolute Essential Avocado Oil (Organic) - ON SALE! | 1915987 | FACIAL, ACNE | 0 | none | ||
| 8831 | Valentines Day Bundle Love Day Celebration Valentines 20 Designs Bundle Love Cupid Jesus Cute Valentines SVG Retro True Love Valentine Shirts SVG PNG Cutting Designs Print Sublimation | -56639 | PRIDE | -1972626 | PORTRAIT | ||
| 3091 | Eco Tan Invisible Tan Self Tan & Bronzer - Organic! | -1535286 | ORGANIC | -3451273 | SUN | ||
| 8699 | Sistas Sisters Melanin Woman Blue and White Clothes Matching Outfit Classy Ladies SVG PNG JPG Cutting Files Vector Designs Print | -7564235 | CASUAL, FASHION | -9480222 | FEMALE, GIRL, PORTRAIT |