Fold 4 - Understanding why coefficient 20307 was selected
Tag: TRENDING
Selected Coefficient: 20307
Taxonomy Path: 1.2.4
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Bandanas & Headties
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? |
|---|---|---|---|---|---|
| 20307 | 2.014085 | 1.2.4 | 4.2.1 (4*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Bandanas & Headties | Yes |
| 40755 | 2.014085 | 1.6.8 | 8.6.1 (8*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Necklaces | No |
| 0 | 3.000000 | 0 | 0 (0) | No | |
| 8 | 3.000000 | 8 | 8 (8) | Electronics | No |
These are the training products that have the "TRENDING" tag (processing sequence 2258). 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 |
|---|---|---|---|---|---|---|---|
| 9444 | Natalie Gold Necklace | 40755 | Apparel & Accessories > Jewelry > Necklaces | none | 20448 | none | |
| 9860 | Brooklyn | Brown Purse | 20307 | Apparel & Accessories > Clothing Accessories > Bandanas & Headties | CROSSBODY, HANDBAGS | 0 | none | |
| 7587 | Fitbit Inspire 3 | 8 | Electronics | none | -20299 | none | |
| 74 | Peach Sequins Crop Top | 0 | CROP TOP | -20307 | PEACH |