Fold 0 - Understanding why coefficient 168666 was selected
Tag: OPTICAL
Selected Coefficient: 168666
Taxonomy Path: 1.2.27
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Sunglasses
Products with this tag: 17
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? |
|---|---|---|---|---|---|
| 168666 | 0.000000 | 1.2.27 | 27.2.1 (27*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Sunglasses | Yes |
These are the training products that have the "OPTICAL" tag (processing sequence 53). 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 |
|---|---|---|---|---|---|---|---|
| 9166 | Rue Duroc | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 9184 | Place de la Madeleine | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 9185 | Place de l'Opéra | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 9186 | Auber | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 9188 | Place de la Concorde | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 9189 | Theatre | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 9190 | Cométe | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | CAT-EYE | |
| 9191 | Rue Berthe | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | CAT-EYE | |
| 9192 | Rue Fabert | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 9193 | Rue Amélie | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 9206 | Ségur | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 9207 | Jaurès | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 9208 | Rue de Charonne | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 9210 | Place Dauphine | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 9211 | Léna | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 9212 | Saint Germain | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none | |
| 9213 | Gaillon | 168666 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 0 | none |