Fold 0 - Understanding why coefficient -1149192 was selected
Tag: BAGS
Selected Coefficient: -1149192
Taxonomy Path: -57.68.14.3
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? |
|---|---|---|---|---|---|
| -1149192 | 1.042254 | -57.68.14.3 | -3.14.68.57 (-(3*71^3 + 14*71^2 + 68*71 + 57)) | Yes | |
| -443736 | 1.042254 | -57.1.17.1 | -1.17.1.57 (-(357911 + 17*71^2 + 71 + 57)) | No | |
| -443026 | 1.042254 | -57.62.16.1 | -1.16.62.57 (-(357911 + 16*71^2 + 62*71 + 57)) | No | |
| -442813 | 1.042254 | -57.59.16.1 | -1.16.59.57 (-(357911 + 16*71^2 + 59*71 + 57)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No |
These are the training products that have the "BAGS" tag (processing sequence 474). 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 |
|---|---|---|---|---|---|---|---|
| 1470 | Bass Coast x Gazzy Canvas Tote | 0 | ACCESSORIES, ACCESSORY | 1149192 | GAZZY BY GAZZO | ||
| 2322 | Red Cuckoo Shoulder Bag | -442813 | ACCESSORIES | 706379 | none | ||
| 2425 | Tassel Zip Cross Body Bag | -443026 | ACCESSORIES | 706166 | none | ||
| 2367 | Plain Clutch Bag | -443736 | ACCESSORIES | 705456 | none | ||
| 278 | Alycia Mikay Makeup Bag | -1149192 | ACCESSORIES, ALL OVER PRINT | 0 | none |