Fold 1 - Understanding why coefficient 6351834169 was selected
Tag: BEAUTY
Selected Coefficient: 6351834169
Taxonomy Path: 13.3.2.6.5.2
Taxonomy Name: Health & Beauty > Personal Care > Cosmetics > Makeup > Lip Makeup > Lip Gloss
Products with this tag: 9
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| 6351834169 | 6.000002 | 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 | Yes |
| 3957044 | 6.000004 | 13.3.2.8 | 8.2.3.13 (8*79^3 + 2*79^2 + 3*79 + 13) | No | |
| 0 | 6.012818 | 0 | 0 (0) | No | |
| 512716873 | 6.012818 | 0.0.72.12.13 | 13.12.72.0.0 (13*79^4 + 12*79^3 + 72*79^2) | No | |
| -5298530 | 6.025316 | -0.78.58.10 | -10.58.78.0 (-(10*79^3 + 58*79^2 + 78*79)) | No | |
| -3139303 | 8.000000 | -1.1.29.6 | -6.29.1.1 (-(6*79^3 + 29*79^2 + 79 + 1)) | No | |
| -5997664 | 8.000000 | -63.0.13.12 | -12.13.0.63 (-(12*79^3 + 13*79^2 + 63)) | No | |
| 3430453194 | 8.000000 | 12.2.61.5.9.1 | 1.9.5.61.2.12 (3077056399 + 9*79^4 + 5*79^3 + 61*79^2 + 2*79 + 12) | No |
These are the training products that have the "BEAUTY" tag (processing sequence 768). 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 |
|---|---|---|---|---|---|---|---|
| 14073 | Universal Gloss - Roxy | 6351834169 | Health & Beauty > Personal Care > Cosmetics > Makeup > Lip Makeup > Lip Gloss | none | 0 | FAIRE, MAKEUP | |
| 14352 | Universal Gloss - Rain | 6351834169 | Health & Beauty > Personal Care > Cosmetics > Makeup > Lip Makeup > Lip Gloss | none | 0 | FAIRE, MAKEUP | |
| 2968 | Aotearoad All-Natural & Plastic Waste-Free Lip Balms - ON SALE! | 3430453194 | BEACH | -2921380975 | BIO-DEGRADABLE, BIODEGRADABLE | ||
| 3181 | Ultimate Life Natural Vitamin E Cream | 512716873 | ACNE, ALL AGES, ANTI-AGEING, BABIES | -5839117296 | CHILDREN, CRADLE CAP, ECZEMA, GENTLE, HORMONE BALANCE, MOTHERS, NAPPY RASH | ||
| 3070 | Absolute Essential Apricot Kernel Oil (Organic) | 3957044 | ACNE, ANTI-AGEING | -6347877125 | BODY OIL, CARRIER OIL | ||
| 3152 | Eco By Sonya Face Compost Purple Power Face Mask - ON SALE! | 0 | ACNE | -6351834169 | ECZEMA, ENZYME, EXFOLIATION, FACE MASK, SCRUB | ||
| 3091 | Eco Tan Invisible Tan Self Tan & Bronzer - Organic! | -3139303 | ORGANIC, BEACH | -6354973472 | BODY OIL, SUN | ||
| 8519 | Set of 4 - Airplane Rocket Print Fashion Mask for Kids - Boys & Girls / AZMKD669 | -5298530 | 20-30 | -6357132699 | MASK | ||
| 8699 | Sistas Sisters Melanin Woman Blue and White Clothes Matching Outfit Classy Ladies SVG PNG JPG Cutting Files Vector Designs Print | -5997664 | CASUAL | -6357831833 | FEMALE, GIRL, PORTRAIT |