Fold 4 - Understanding why coefficient -510801136 was selected
Tag: BEAUTY
Selected Coefficient: -510801136
Taxonomy Path: -13.3.2.9.13
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -510801136 | 5.000160 | -13.3.2.9.13 | -13.9.2.3.13 (-(13*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13)) | Yes | |
| 6816632144 | 5.000320 | 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 | |
| 6351834169 | 6.000000 | 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 |
| -5997664 | 7.000000 | -63.0.13.12 | -12.13.0.63 (-(12*79^3 + 13*79^2 + 63)) | No | |
| -56639 | 7.000000 | -75.5.9 | -9.5.75 (-(9*79^2 + 5*79 + 75)) | No | |
| 155709 | 7.000000 | 0.75.24 | 24.75.0 (24*79^2 + 75*79) | No |
These are the training products that have the "BEAUTY" tag (processing sequence 782). 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 | 7327433280 | SKIN TONING | ||
| 14352 | Universal Gloss - Rain | 6351834169 | Health & Beauty > Personal Care > Cosmetics > Makeup > Lip Makeup > Lip Gloss | none | 6862635305 | MAKEUP | |
| 14073 | Universal Gloss - Roxy | 6351834169 | Health & Beauty > Personal Care > Cosmetics > Makeup > Lip Makeup > Lip Gloss | none | 6862635305 | MAKEUP | |
| 8519 | Set of 4 - Airplane Rocket Print Fashion Mask for Kids - Boys & Girls / AZMKD669 | 155709 | 20-30 | 510956845 | MASK | ||
| 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 | 510744497 | PORTRAIT | ||
| 8699 | Sistas Sisters Melanin Woman Blue and White Clothes Matching Outfit Classy Ladies SVG PNG JPG Cutting Files Vector Designs Print | -5997664 | CASUAL | 504803472 | FEMALE, LIFESTYLE, PORTRAIT | ||
| 3070 | Absolute Essential Apricot Kernel Oil (Organic) | -510801136 | FACIAL, ANTI-AGEING | 0 | none | ||
| 3074 | Absolute Essential Avocado Oil (Organic) - ON SALE! | -510801136 | FACIAL, ANTI-AGEING | 0 | none |