Fold 4 - Understanding why coefficient -498483136638 was selected
Tag: BEAUTY
Selected Coefficient: -498483136638
Taxonomy Path: -0.0.0.0.0.4.2
Taxonomy Name:
Products with this tag: 9
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| -498483136638 | 5.000000 | -0.0.0.0.0.4.2 | -2.4.0.0.0.0.0 (-(2*79^6 + 4*79^5)) | Yes | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 17 | 8.000000 | 17 | 17 (17) | Media | No |
| 323277558 | 8.000000 | 78.78.53.23.8 | 8.23.53.78.78 (8*79^4 + 23*79^3 + 53*79^2 + 78*79 + 78) | No | |
| 6820714258 | 8.000000 | 13.3.2.9.17.2 | 2.17.9.2.3.13 (2*79^5 + 17*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13) | Health & Beauty > Personal Care > Cosmetics > Skin Care > Toners & Astringents > Toners | No |
| 5 | 8.000000 | 5 | 5 (5) | Bundles | No |
| -510601265 | 8.000000 | -12.1.49.8.13 | -13.8.49.1.12 (-(13*79^4 + 8*79^3 + 49*79^2 + 79 + 12)) | No |
These are the training products that have the "BEAUTY" tag (processing sequence 4430). 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! | 6820714258 | Health & Beauty > Personal Care > Cosmetics > Skin Care > Toners & Astringents > Toners | none | 505303850896 | none | |
| 3152 | Eco By Sonya Face Compost Purple Power Face Mask - ON SALE! | 323277558 | ANTIOXIDANT, FACE MASK, SCRUB, ENZYME | 498806414196 | none | ||
| 8699 | Sistas Sisters Melanin Woman Blue and White Clothes Matching Outfit Classy Ladies SVG PNG JPG Cutting Files Vector Designs Print | 17 | Media | none | 498483136655 | 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 | 5 | Bundles | none | 498483136643 | none | |
| 3074 | Absolute Essential Avocado Oil (Organic) - ON SALE! | 0 | WOUND CARE | 498483136638 | none | ||
| 3070 | Absolute Essential Apricot Kernel Oil (Organic) | 0 | WOUND CARE | 498483136638 | none | ||
| 8519 | Set of 4 - Airplane Rocket Print Fashion Mask for Kids - Boys & Girls / AZMKD669 | -510601265 | MASK | 497972535373 | none | ||
| 14073 | Universal Gloss - Roxy | -498483136638 | MAKEUP | 0 | none | ||
| 14352 | Universal Gloss - Rain | -498483136638 | MAKEUP | 0 | none |