Fold 4 - Understanding why coefficient 21166 was selected
Tag: 250-500
Selected Coefficient: 21166
Taxonomy Path: 1.6.3
Taxonomy Name:
Products with this tag: 9
Unique residual values tried: 4
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? |
|---|---|---|---|---|---|
| 21166 | 4.000290 | 1.6.3 | 3.6.1 (3*83^2 + 6*83 + 1) | Yes | |
| 55611 | 4.000581 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | No | |
| 606731 | 4.000581 | 1.6.5.1 | 1.5.6.1 (571787 + 5*83^2 + 6*83 + 1) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No |
These are the training products that have the "250-500" tag (processing sequence 6012). 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 |
|---|---|---|---|---|---|---|---|
| 22581 | 14k Itty Bitty Tennis Racket Necklace | 606731 | NECKLACES, CATEGORY: SHORT PENDANTS | 585565 | none | ||
| 22577 | 14k Itty Bitty Smiley Face with Diamond Eyes Necklace | 55611 | NECKLACES, CATEGORY: SHORT PENDANTS | 34445 | none | ||
| 22451 | 14k Gold Tube Bar Chain Bracelet | 21166 | none | 0 | none | ||
| 22583 | 14k Itty Bitty Zodiac Bracelet | 21166 | none | 0 | none | ||
| 22576 | 14k Itty Bitty Smiley Face with Diamond Eyes Bracelet | 21166 | none | 0 | none | ||
| 22595 | 14k Single Pink Sapphire Charm | 0 | COLLECTION: CHARMS | -21166 | none | ||
| 22491 | 14k 3 Prong Diamond Curved Bar Studs | 0 | STUD-EARRINGS | -21166 | COLLECTION: PRONG DIAMONDS | ||
| 22578 | 14k Itty Bitty Smiley Face with Diamond Eyes Stud | 0 | STUD-EARRINGS | -21166 | none | ||
| 11534 | 2023 Fox FLOAT X2 2pos-Adj Performance Elite Ano Trunnion Shock - 205x60mm Evol LV Specialized EnduroI - Open Box, New | 0 | ON-SALE | -21166 | none |