Fold 0 - Understanding why coefficient 87533 was selected
Tag: FEED-AGEGROUP-ADULT
Selected Coefficient: 87533
Taxonomy Path: 1.2.14
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Hair Accessories
Products with this tag: 12
Unique residual values tried: 1
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? |
|---|---|---|---|---|---|
| 87533 | 0.000000 | 1.2.14 | 14.2.1 (14*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hair Accessories | Yes |
These are the training products that have the "FEED-AGEGROUP-ADULT" tag (processing sequence 78). 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 |
|---|---|---|---|---|---|---|---|
| 18323 | DreadLab - Natural Brown Stone Donut Dread Beads | 87533 | Apparel & Accessories > Clothing Accessories > Hair Accessories | none | 0 | none | |
| 18343 | DreadLab - Natural Rose Quartz Donut Dread Beads | 87533 | Apparel & Accessories > Clothing Accessories > Hair Accessories | none | 0 | none | |
| 18348 | DreadLab - Metal Bear Paw Column Dread Beads Bronze Colour | 87533 | Apparel & Accessories > Clothing Accessories > Hair Accessories | none | 0 | none | |
| 18363 | DreadLab - Wood Barrel Dread Beads Smooth Mixed Pack | 87533 | Apparel & Accessories > Clothing Accessories > Hair Accessories | none | 0 | none | |
| 18373 | DreadLab - Stainless Steel S Pattern Column Dread Beads Silver Colour | 87533 | Apparel & Accessories > Clothing Accessories > Hair Accessories | none | 0 | none | |
| 18378 | DreadLab - Stainless Steel Skull #2 Dread Beads Silver Colour | 87533 | Apparel & Accessories > Clothing Accessories > Hair Accessories | none | 0 | none | |
| 18383 | DreadLab - Natural Rhodochrosite Donut Dread Beads | 87533 | Apparel & Accessories > Clothing Accessories > Hair Accessories | none | 0 | none | |
| 18389 | DreadLab - Natural Blue Sand Stone Donut Dread Beads | 87533 | Apparel & Accessories > Clothing Accessories > Hair Accessories | none | 0 | none | |
| 18394 | DreadLab - Stainless Steel Goat Skull Dread Beads Silver Colour | 87533 | Apparel & Accessories > Clothing Accessories > Hair Accessories | none | 0 | none | |
| 18395 | DreadLab - Stainless Steel Skull Dread Beads Silver Colour | 87533 | Apparel & Accessories > Clothing Accessories > Hair Accessories | none | 0 | none | |
| 18399 | DreadLab - Stainless Steel X Carved Tunnel Dread Beads Silver Colour | 87533 | Apparel & Accessories > Clothing Accessories > Hair Accessories | none | 0 | none | |
| 18404 | DreadLab - Metal Barrel Dread Beads Gold Colour | 87533 | Apparel & Accessories > Clothing Accessories > Hair Accessories | none | 0 | none |