Fold 1 - Understanding why coefficient -20074 was selected
Tag: PRIVATELABEL
Selected Coefficient: -20074
Taxonomy Path: -52.69.3
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -20074 | 2.000003 | -52.69.3 | -3.69.52 (-(3*71^2 + 69*71 + 52)) | Yes | |
| 1411570 | 2.000003 | 19.1.67.3 | 3.67.1.19 (3*71^3 + 67*71^2 + 71 + 19) | No | |
| -52976013 | 3.000000 | -2.2.1.6.2 | -2.6.1.2.2 (-(2*71^4 + 6*71^3 + 5041 + 2*71 + 2)) | No | |
| 0 | 3.000000 | 0 | 0 (0) | No |
These are the training products that have the "PRIVATELABEL" tag (processing sequence 1915). 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 |
|---|---|---|---|---|---|---|---|
| 6534 | Aurora Ruched Maxi Dress | 1411570 | WHITE, AVAILABLE, DPA-CLOTHING | 1431644 | none | ||
| 5930 | Lenese Front-Wrap Midi Dress | 0 | 50-100, DPA-CLOTHING | 20074 | none | ||
| 6591 | Aurora Ruched Maxi Dress | -20074 | BLUE, AVAILABLE, DPA-CLOTHING | 0 | none | ||
| 6491 | Pilar Vegan Leather Tie-Front Dress | -52976013 | 50-100, DPA-CLOTHING, MEDIUM | -52955939 | none |