Fold 3 - Understanding why coefficient 4670909 was selected
Tag: HEADBAND
Selected Coefficient: 4670909
Taxonomy Path: 1.2.14.8
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 4670909 | 0.000145 | 1.2.14.8 | 8.14.2.1 (8*83^3 + 14*83^2 + 2*83 + 1) | Yes | |
| 27723 | 0.000871 | 1.2.4 | 4.2.1 (4*83^2 + 2*83 + 1) | Apparel & Accessories > Clothing Accessories > Bandanas & Headties | No |
These are the training products that have the "HEADBAND" tag (processing sequence 2470). 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 |
|---|---|---|---|---|---|---|---|
| 13118 | Spa Party Head Bands | 6pcs | 4670909 | none | 0 | WEARABLES | ||
| 12927 | Modern Birthday Crown Headband | 1ct | 4670909 | none | 0 | WEARABLES | ||
| 31712 | Fall Basics Headband | 4670909 | none | 0 | none | ||
| 7827 | Glitter Star | 4670909 | none | 0 | none | ||
| 24426 | Rhinestone Studded Knotted Headband | 4670909 | none | 0 | none | ||
| 31694 | SATC Headband | 4670909 | none | 0 | none | ||
| 13056 | Naruto Wearable Headband | 1ct | 27723 | Apparel & Accessories > Clothing Accessories > Bandanas & Headties | none | -4643186 | NARUTO |