Fold 1 - Understanding why coefficient 1212548 was selected
Tag: POCKETS
Selected Coefficient: 1212548
Taxonomy Path: 1.1.10.2
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 1212548 | 1.000435 | 1.1.10.2 | 2.10.1.1 (2*83^3 + 10*83^2 + 83 + 1) | Yes | |
| 4085261 | 1.000437 | 1.1.12.7 | 7.12.1.1 (7*83^3 + 12*83^2 + 83 + 1) | No | |
| 6372409 | 1.000437 | 1.1.12.11 | 11.12.1.1 (11*83^3 + 12*83^2 + 83 + 1) | No | |
| 4092150 | 1.000581 | 1.1.13.7 | 7.13.1.1 (7*83^3 + 13*83^2 + 83 + 1) | No | |
| 2900437 | 5.000000 | 2.2.6.5 | 5.6.2.2 (5*83^3 + 6*83^2 + 2*83 + 2) | No |
These are the training products that have the "POCKETS" tag (processing sequence 6136). 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 |
|---|---|---|---|---|---|---|---|
| 7 | Olive Printed Cool Pants | 6372409 | none | 5159861 | none | ||
| 30637 | Flughafen Top | 4092150 | none | 2879602 | none | ||
| 912 | Eliott Pant | 4085261 | none | 2872713 | none | ||
| 20442 | WONTON THE FORCE COLLECTION Rebel Fighter Suit | 2900437 | none | 1687889 | DOGS | ||
| 26769 | Plus Size Long Buffalo Plaid Open Cardigan | 1212548 | none | 0 | none | ||
| 30639 | Sketchbook Jacket | 1212548 | none | 0 | none |