Fold 1 - Understanding why coefficient -571787 was selected
Tag: HEART PENDANT
Selected Coefficient: -571787
Taxonomy Path: -0.0.0.1
Taxonomy Name:
Products with this tag: 4
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| -571787 | 1.000002 | -0.0.0.1 | -1.0.0.0 (-(571787)) | Yes | |
| 0 | 1.000003 | 0 | 0 (0) | No | |
| -269 | 3.000000 | -20.3 | -3.20 (-(3*83 + 20)) | No |
These are the training products that have the "HEART PENDANT" tag (processing sequence 4818). 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 |
|---|---|---|---|---|---|---|---|
| 22605 | 14k Star Set Diamond Small Aura Heart Necklace | 0 | SIZE-16-17-18, NECKLACES, CATEGORY: SHORT PENDANTS | 571787 | none | ||
| 30211 | Tasha Heart Lariat Angel Wing Necklace, Sympathy Gifts | -269 | HEART NECKLACE, WEDDING GIFTS | 571518 | ANNIVERSARY GIFTS, INSPIRING, INSPIRATIONAL, BEST SELLING | ||
| 22596 | 14k Single Scattered Star Set Diamonds Aura Heart Charm Pendant | -571787 | COLLECTION: CHARMS | 0 | none | ||
| 22598 | 14k Single Star Set Diamond Small Aura Disc Charm | -571787 | COLLECTION: CHARMS | 0 | none |