Fold 3 - Understanding why coefficient -805 was selected
Tag: LUNA
Selected Coefficient: -805
Taxonomy Path: -15.10
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? |
|---|---|---|---|---|---|
| -805 | 3.012658 | -15.10 | -10.15 (-(10*79 + 15)) | Yes | |
| -15 | 3.012658 | -15 | -15 (-(15)) | No | |
| -820 | 4.000000 | -30.10 | -10.30 (-(10*79 + 30)) | No | |
| 0 | 4.000000 | 0 | 0 (0) | No | |
| 518254 | 4.000000 | 14.3.4.1 | 1.4.3.14 (493039 + 4*79^2 + 3*79 + 14) | Home & Garden > Decor > Artwork > Decorative Tapestries | No |
These are the training products that have the "LUNA" tag (processing sequence 3728). 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 |
|---|---|---|---|---|---|---|---|
| 14235 | White Black Sun Moon Mandala Tapestry Wall Hanging Celestial | 518254 | Home & Garden > Decor > Artwork > Decorative Tapestries | none | 519059 | none | |
| 14295 | Backless One Piece Sexy Thong Swimsuit | 0 | SWIMSUIT | 805 | Luggage & Bags > Messenger Bags | none | |
| 9474 | LUNA: OLIVE MULTI WAY HANDBAG | -15 | CROSSBODY, HANDBAG | 790 | none | ||
| 9475 | LUNA: RASPBERRY MULTI WAY HANDBAG | -805 | CROSSBODY, HANDBAG | 0 | none | ||
| 9476 | LUNA: CARAMEL MULTI WAY HANDBAG | -820 | CARAMEL, CROSSBODY, HANDBAG | -15 | none |