Fold 2 - Understanding why coefficient 186170 was selected
Tag: OPTICAL
Selected Coefficient: 186170
Taxonomy Path: 1.2.27
Taxonomy Name:
Products with this tag: 19
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? |
|---|---|---|---|---|---|
| 186170 | 0.000000 | 1.2.27 | 27.2.1 (27*83^2 + 2*83 + 1) | Yes |
These are the training products that have the "OPTICAL" tag (processing sequence 73). 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 | 186170 | none | 0 | none | ||
| 9168 | Place Blanche | 186170 | none | 0 | none | ||
| 9184 | Place de la Madeleine | 186170 | none | 0 | none | ||
| 9185 | Place de l'Opéra | 186170 | none | 0 | none | ||
| 9186 | Auber | 186170 | none | 0 | none | ||
| 9187 | Place Coluche | 186170 | none | 0 | none | ||
| 9188 | Place de la Concorde | 186170 | none | 0 | none | ||
| 9189 | Theatre | 186170 | none | 0 | none | ||
| 9190 | Cométe | 186170 | none | 0 | CAT-EYE | ||
| 9192 | Rue Fabert | 186170 | none | 0 | none | ||
| 9193 | Rue Amélie | 186170 | none | 0 | none | ||
| 9206 | Ségur | 186170 | none | 0 | none | ||
| 9207 | Jaurès | 186170 | none | 0 | none | ||
| 9208 | Rue de Charonne | 186170 | none | 0 | none | ||
| 9209 | Lille | 186170 | none | 0 | none | ||
| 9210 | Place Dauphine | 186170 | none | 0 | none | ||
| 9211 | Léna | 186170 | none | 0 | none | ||
| 9212 | Saint Germain | 186170 | none | 0 | none | ||
| 9213 | Gaillon | 186170 | none | 0 | AW22 |