Fold 4 - Understanding why coefficient 4056730 was selected
Tag: STONE
Selected Coefficient: 4056730
Taxonomy Path: 1.1.18.8
Taxonomy Name: Apparel & Accessories > Clothing > Socks > Knee Socks
Products with this tag: 4
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 4056730 | 2.000160 | 1.1.18.8 | 8.18.1.1 (8*79^3 + 18*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Socks > Knee Socks | Yes |
| 429499459 | 2.000160 | 1.1.10.2.11 | 11.2.10.1.1 (11*79^4 + 2*79^3 + 10*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Sport Jackets | No |
| -5997681 | 3.000000 | -1.1.13.12 | -12.13.1.1 (-(12*79^3 + 13*79^2 + 79 + 1)) | No | |
| -2016298 | 3.000000 | -60.5.7.4 | -4.7.5.60 (-(4*79^3 + 7*79^2 + 5*79 + 60)) | No |
These are the training products that have the "STONE" tag (processing sequence 201). 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 |
|---|---|---|---|---|---|---|---|
| 1726 | Victoria Jacket - 100% Linen Knit | 429499459 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Sport Jackets | none | 425442729 | SS JACKET GILET | |
| 11758 | Stone HC - Playing Socks (White) | 4056730 | Apparel & Accessories > Clothing > Socks > Knee Socks | none | 0 | none | |
| 9990 | Homemade Natural Mala Necklace | -2016298 | GREY, BLUE | -6073028 | BEADS | ||
| 10683 | Wild Chervil, Villandry Blue on Stone Zipper Pouch | -5997681 | ZIPPER, BLUE | -10054411 | none |