Fold 1 - Understanding why coefficient 62666 was selected
Tag: 38
Selected Coefficient: 62666
Taxonomy Path: 1.8.9
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 62666 | 3.012048 | 1.8.9 | 9.8.1 (9*83^2 + 8*83 + 1) | Yes | |
| 2383678 | 3.012048 | 1.1.14.4 | 4.14.1.1 (4*83^3 + 14*83^2 + 83 + 1) | No | |
| -4085261 | 4.000000 | -1.1.12.7 | -7.12.1.1 (-(7*83^3 + 12*83^2 + 83 + 1)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 1260 | 4.000000 | 15.15 | 15.15 (15*83 + 15) | No |
These are the training products that have the "38" tag (processing sequence 5560). 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 |
|---|---|---|---|---|---|---|---|
| 32327 | Ara Oleanna Sneaker in Cream Leather | 2383678 | 37 | 2321012 | 41 | ||
| 31203 | Brann Derbies, Longan Brown Croco Calfskin and Beige Linen | 62666 | none | 0 | none | ||
| 27094 | The Dylan Painted Super Skinny Jeans - Grey Blue Denim | 1260 | 32, JEANS, 28, 30 | -61406 | none | ||
| 11816 | OUNKA <br><span class="second-name">Mule cuir tissu coloré</span> | 0 | 36, 37 | -62666 | 41 | ||
| 28674 | Mens Leather Jeans 5 Pocket Relaxed Fit Alligator - Crocodile embossed Green | -4085261 | 36, META-SIZE-CHART-SIZE-CHART-1-LEATHER-JOGGERS-RELAXED-FIT | -4147927 | none |