Fold 3 - Understanding why coefficient 1591535 was selected
Tag: MULTI
Selected Coefficient: 1591535
Taxonomy Path: 1.1.18.3
Taxonomy Name: Apparel & Accessories > Clothing > Socks > Crew Socks
Products with this tag: 16
Unique residual values tried: 14
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? |
|---|---|---|---|---|---|
| 1591535 | 11.013139 | 1.1.18.3 | 3.18.1.1 (3*79^3 + 18*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Socks > Crew Socks | Yes |
| 14366862 | 11.013139 | 1.1.11.29 | 29.11.1.1 (29*79^3 + 11*79^2 + 79 + 1) | No | |
| 4025525 | 11.013139 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| 93695 | 11.013139 | 1.1.15 | 15.1.1 (15*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| 0 | 11.025477 | 0 | 0 (0) | No | |
| -4406146 | 11.025637 | -0.0.74.8 | -8.74.0.0 (-(8*79^3 + 74*79^2)) | No | |
| -3974964 | 11.037975 | -0.72.4.8 | -8.4.72.0 (-(8*79^3 + 4*79^2 + 72*79)) | No | |
| 159 | 11.050633 | 1.2 | 2.1 (2*79 + 1) | Apparel & Accessories > Clothing Accessories | No |
| 242244575 | 13.000320 | 2.2.26.17.6 | 6.17.26.2.2 (6*79^4 + 17*79^3 + 26*79^2 + 2*79 + 2) | No | |
| 6565692 | 13.000320 | 2.2.25.13 | 13.25.2.2 (13*79^3 + 25*79^2 + 2*79 + 2) | No | |
| 119814878 | 13.000320 | 2.2.1.6.3 | 3.6.1.2.2 (3*79^4 + 6*79^3 + 6241 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Chew Toys | No |
| -4025525 | 13.012660 | -1.1.13.8 | -8.13.1.1 (-(8*79^3 + 13*79^2 + 79 + 1)) | No | |
| -4518564 | 13.012660 | -1.1.13.9 | -9.13.1.1 (-(9*79^3 + 13*79^2 + 79 + 1)) | No | |
| -38079 | 13.025316 | -1.8.6 | -6.8.1 (-(6*79^2 + 8*79 + 1)) | No |
These are the training products that have the "MULTI" tag (processing sequence 3272). 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 |
|---|---|---|---|---|---|---|---|
| 8826 | Bonsai Oversized Knit Vest - Orange/Azure | 242244575 | VESTS, BONSAI | 240653040 | none | ||
| 11774 | Black Circular Midi Skirt | 1X | 119814878 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Chew Toys | MIDI SKIRT | 118223343 | none | |
| 6492 | Syd Pinstripe Tailored Skort | 14366862 | BLUE, FINALSALE, SITE-NAV-BOTTOMS, UNDER-50 | 12775327 | none | ||
| 8660 | Dsquared2 Dropped Shoulder Bowling Shirt - Multi | 6565692 | CLOTHING-SIZE-48, SHIRTS | 4974157 | none | ||
| 9024 | DOMREBEL Rodeo Nylon Tee - Ivory | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 2433990 | none | |
| 11380 | Vader Dotted Fashion Socks | 1591535 | Apparel & Accessories > Clothing > Socks > Crew Socks | CLOTHING, COTTON-BLEND, SOCKS, UNDER-50, VANNUCCI | 0 | none | |
| 14201 | Cotton Bright Floral Mini Skirt | 93695 | Apparel & Accessories > Clothing > Skirts | none | -1497840 | none | |
| 11804 | Vago Paisley Fashion Socks | 159 | Apparel & Accessories > Clothing Accessories | CLOTHING, COTTON-BLEND, SOCKS, UNDER-50, VANNUCCI | -1591376 | none | |
| 11819 | Vadala Paisley Fashion Socks | 0 | CHARCOAL, CLOTHING, COTTON-BLEND, SOCKS, UNDER-50, VANNUCCI | -1591535 | none | ||
| 11805 | Vago Paisley Fashion Socks | 0 | CHARCOAL, CLOTHING, COTTON-BLEND, SOCKS, UNDER-50, VANNUCCI | -1591535 | none | ||
| 9463 | LENA: RAINBOW MULTI METALLIC SANDALS | -38079 | GOLD, PINK, METALLIC, SANDAL | -1629614 | none | ||
| 9524 | ROXY SIGNATURE: WHITE & NEON PINK TRAINERS | -3974964 | PINK | -5566499 | none | ||
| 9533 | CRU SIGNATURE: OFF WHITE & PASTEL TRAINERS | -3974964 | PINK | -5566499 | none | ||
| 9531 | TROPICANA: RAINBOW MULTI METALLIC ESPADRILLE WEDGE | -4025525 | PINK, SANDALS | -5617060 | none | ||
| 11803 | Vaca Diamond Fashion Socks | -4406146 | BLUE, CLOTHING, COTTON-BLEND, SOCKS, UNDER-50, VANNUCCI | -5997681 | none | ||
| 8900 | DOMREBEL Duplex Shirt - Brown | -4518564 | CLOTHING-SIZE-L, SHIRTS | -6110099 | none |