Fold 3 - Understanding why coefficient 4092150 was selected
Tag: CYBER
Selected Coefficient: 4092150
Taxonomy Path: 1.1.13.7
Taxonomy Name:
Products with this tag: 12
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| 5235724 | 5.036437 | 1.1.13.9 | 9.13.1.1 (9*83^3 + 13*83^2 + 83 + 1) | No | |
| 4092150 | 5.036437 | 1.1.13.7 | 7.13.1.1 (7*83^3 + 13*83^2 + 83 + 1) | Yes | |
| 27640 | 5.036580 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | No | |
| 1212548 | 5.036580 | 1.1.10.2 | 2.10.1.1 (2*83^3 + 10*83^2 + 83 + 1) | No | |
| 41833 | 5.060241 | 1.6.6 | 6.6.1 (6*83^2 + 6*83 + 1) | No | |
| 4670909 | 5.072289 | 1.2.14.8 | 8.14.2.1 (8*83^3 + 14*83^2 + 2*83 + 1) | No | |
| 0 | 7.000002 | 0 | 0 (0) | No | |
| 3430722 | 7.000007 | 0.0.0.6 | 6.0.0.0 (6*83^3) | No |
These are the training products that have the "CYBER" tag (processing sequence 5451). 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 | 1143574 | CLEARANCE | ||
| 26841 | Omg Bow Hairbands | 4670909 | none | 578759 | none | ||
| 26919 | Blake Long Sleeve Top | 4092150 | none | 0 | CLEARANCE | ||
| 17731 | Game Night Sweater - Unisex | 3430722 | SHIRTS | -661428 | none | ||
| 26908 | Plus Size Longline Cardigan | 1212548 | none | -2879602 | none | ||
| 26825 | Crystal Hoops Earrings | 41833 | HOOPS, JEWELRY EARRINGS, 18K GOLD, GOLD PLATED | -4050317 | none | ||
| 26752 | Crystal Drop Bar Earrings | 41833 | JEWELRY EARRINGS, 18K GOLD | -4050317 | none | ||
| 28069 | Kleo Mini Dress | 27640 | none | -4064510 | WAREHOUSE, FINAL SALE, ONLINE | ||
| 26813 | Trust You Stud Earrings | 0 | EARRINGS | -4092150 | none | ||
| 26814 | Outline Triangles Earrings | 0 | JEWELRY EARRINGS | -4092150 | none | ||
| 26847 | Lock And Key Necklace | 0 | JEWELRY NECKLACES | -4092150 | none | ||
| 26824 | Everyday Hoops Earrings | 0 | HOOPS, JEWELRY EARRINGS, 18K GOLD | -4092150 | none |