Fold 1 - Understanding why coefficient 1288505 was selected
Tag: COLOGNES
Selected Coefficient: 1288505
Taxonomy Path: 13.3.21.2
Taxonomy Name:
Products with this tag: 13
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? |
|---|---|---|---|---|---|
| 1288505 | 0.000294 | 13.3.21.2 | 2.21.3.13 (2*83^3 + 21*83^2 + 3*83 + 13) | Yes | |
| 716718 | 0.000306 | 13.3.21.1 | 1.21.3.13 (571787 + 21*83^2 + 3*83 + 13) | No | |
| 2363189 | 0.001598 | 13.3.11.4 | 4.11.3.13 (4*83^3 + 11*83^2 + 3*83 + 13) | No | |
| 76041 | 0.001598 | 13.3.11 | 11.3.13 (11*83^2 + 3*83 + 13) | No |
These are the training products that have the "COLOGNES" tag (processing sequence 3299). 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 |
|---|---|---|---|---|---|---|---|
| 28375 | White Diamonds by Elizabeth Arden Fragrance Interpretation for Women | 2363189 | none | 1074684 | FORHIM, JUST BREATHE | ||
| 28353 | Voce Viva by Valentino Fragrance Interpretation for Women | 1288505 | none | 0 | FORHIM, JUST BREATHE | ||
| 28354 | White Flower by Creed Fragrance Interpretation for Women | 1288505 | none | 0 | FORHIM, JUST BREATHE | ||
| 28355 | Yellow Diamonds by Versace Fragrance Interpretation for Women | 1288505 | none | 0 | FORHIM, JUST BREATHE | ||
| 28357 | With Love by Paris Hilton Fragrance Interpretation for Women | 1288505 | none | 0 | FORHIM, JUST BREATHE | ||
| 29822 | Sublime Vanille by Creed Fragrance Interpretation | 1288505 | none | 0 | FORHIM, JUST BREATHE | ||
| 28378 | Vera Wang Fragrance Interpretation for Women | 1288505 | none | 0 | FORHIM, JUST BREATHE | ||
| 28379 | Very Sexy by V.S. Fragrance Interpretation for Women | 1288505 | none | 0 | FORHIM, JUST BREATHE | ||
| 28397 | Versace Fragrance Interpretation for Women | 1288505 | none | 0 | FORHIM, JUST BREATHE | ||
| 28380 | Very Sexual by Michael Germain Fragrance Interpretation for Women | 1288505 | none | 0 | FORHIM, JUST BREATHE | ||
| 28377 | Viva La Juicy by Juicy Couture Fragrance Interpretation for Women | 716718 | none | -571787 | FORHIM, JUST BREATHE | ||
| 28398 | Velvet Sugar by BBW Fragrance Interpretation for Women | 716718 | none | -571787 | FORHIM, JUST BREATHE | ||
| 28352 | Untold Absolu by Elizabeth Arden Fragrance Interpretation for Women | 76041 | none | -1212464 | FORHIM, JUST BREATHE |