Fold 1 - Understanding why coefficient 1178518 was selected
Tag: COLLECTION: CHARMS
Selected Coefficient: 1178518
Taxonomy Path: 1.6.5.2
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 1178518 | 0.000005 | 1.6.5.2 | 2.5.6.1 (2*83^3 + 5*83^2 + 6*83 + 1) | Yes | |
| 606731 | 0.000009 | 1.6.5.1 | 1.5.6.1 (571787 + 5*83^2 + 6*83 + 1) | No |
These are the training products that have the "COLLECTION: CHARMS" tag (processing sequence 3744). 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 |
|---|---|---|---|---|---|---|---|
| 22597 | 14k Single Scattered Star Set Diamonds Square Edge Dog Tag Charm Pendant | 1178518 | none | 0 | none | ||
| 22593 | 14k Single Midi Bitty Smiley Face with Diamond Eyes Charm | 1178518 | none | 0 | none | ||
| 22600 | 14k Single Star Set Diamond Small Square Edge Dog Tag Charm | 1178518 | none | 0 | none | ||
| 22595 | 14k Single Pink Sapphire Charm | 1178518 | none | 0 | none | ||
| 22591 | 14k Single Itty Bitty Pavé Diamond FUCK Charm Pendant | 1178518 | none | 0 | none | ||
| 22596 | 14k Single Scattered Star Set Diamonds Aura Heart Charm Pendant | 606731 | none | -571787 | HEART PENDANT | ||
| 22588 | 14k Single Custom Itty Bitty Letters Charm Pendant | 606731 | none | -571787 | none | ||
| 22598 | 14k Single Star Set Diamond Small Aura Disc Charm | 606731 | none | -571787 | HEART PENDANT |