Fold 1 - Understanding why coefficient -805 was selected
Tag: LUNA
Selected Coefficient: -805
Taxonomy Path: -15.10
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? |
|---|---|---|---|---|---|
| -805 | 2.012658 | -15.10 | -10.15 (-(10*79 + 15)) | Yes | |
| -15 | 2.012658 | -15 | -15 (-(15)) | No | |
| 518254 | 3.000000 | 14.3.4.1 | 1.4.3.14 (493039 + 4*79^2 + 3*79 + 14) | Home & Garden > Decor > Artwork > Decorative Tapestries | No |
| 7888624 | 3.000000 | 0.0.0.16 | 16.0.0.0 (16*79^3) | No |
These are the training products that have the "LUNA" tag (processing sequence 3280). 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 |
|---|---|---|---|---|---|---|---|
| 14295 | Backless One Piece Sexy Thong Swimsuit | 7888624 | SWIMSUIT | 7889429 | none | ||
| 14235 | White Black Sun Moon Mandala Tapestry Wall Hanging Celestial | 518254 | Home & Garden > Decor > Artwork > Decorative Tapestries | none | 519059 | none | |
| 9474 | LUNA: OLIVE MULTI WAY HANDBAG | -15 | HANDBAG, CROSSBODY | 790 | none | ||
| 9475 | LUNA: RASPBERRY MULTI WAY HANDBAG | -805 | HANDBAG, CROSSBODY | 0 | none |