Fold 1 - Understanding why coefficient 27640 was selected
Tag: CYBER
Selected Coefficient: 27640
Taxonomy Path: 1.1.4
Taxonomy Name:
Products with this tag: 13
Unique residual values tried: 9
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? |
|---|---|---|---|---|---|
| 27640 | 7.036435 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | Yes | |
| 5235724 | 7.036435 | 1.1.13.9 | 9.13.1.1 (9*83^3 + 13*83^2 + 83 + 1) | No | |
| 1212548 | 7.036435 | 1.1.10.2 | 2.10.1.1 (2*83^3 + 10*83^2 + 83 + 1) | No | |
| 41833 | 7.048193 | 1.6.6 | 6.6.1 (6*83^2 + 6*83 + 1) | No | |
| 4670909 | 7.060241 | 1.2.14.8 | 8.14.2.1 (8*83^3 + 14*83^2 + 2*83 + 1) | No | |
| 0 | 8.000002 | 0 | 0 (0) | No | |
| 3430722 | 8.000007 | 0.0.0.6 | 6.0.0.0 (6*83^3) | No | |
| -2239009 | 11.012048 | -1.1.76.3 | -3.76.1.1 (-(3*83^3 + 76*83^2 + 83 + 1)) | No | |
| -41833 | 11.012048 | -1.6.6 | -6.6.1 (-(6*83^2 + 6*83 + 1)) | No |
These are the training products that have the "CYBER" tag (processing sequence 6361). 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 |
|---|---|---|---|---|---|---|---|
| 26877 | Ribbed Sleeveless Mock Cropped Top | 5235724 | none | 5208084 | CLEARANCE | ||
| 26841 | Omg Bow Hairbands | 4670909 | none | 4643269 | none | ||
| 17731 | Game Night Sweater - Unisex | 3430722 | SHIRTS | 3403082 | none | ||
| 26908 | Plus Size Longline Cardigan | 1212548 | none | 1184908 | none | ||
| 26814 | Outline Triangles Earrings | 41833 | none | 14193 | none | ||
| 26825 | Crystal Hoops Earrings | 41833 | HOOPS, GOLD PLATED | 14193 | none | ||
| 28069 | Kleo Mini Dress | 27640 | none | 0 | ONLINE | ||
| 26847 | Lock And Key Necklace | 0 | JEWELRY NECKLACES | -27640 | none | ||
| 26895 | Cora Leaf Necklace | 0 | JEWELRY NECKLACES | -27640 | none | ||
| 26903 | Ruby Leather Short | 0 | SHORTS | -27640 | BOTTOMS | ||
| 26824 | Everyday Hoops Earrings | 0 | HOOPS | -27640 | none | ||
| 26813 | Trust You Stud Earrings | -41833 | STUD, EARRINGS | -69473 | none | ||
| 26869 | Kenzie Tie Top | -2239009 | SHIRT | -2266649 | CLEARANCE |