Fold 2 - Understanding why coefficient -571787 was selected
Tag: CUSTOMIZABLE
Selected Coefficient: -571787
Taxonomy Path: -0.0.0.1
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 0 | 4.000147 | 0 | 0 (0) | No | |
| -571787 | 4.000147 | -0.0.0.1 | -1.0.0.0 (-(571787)) | Yes | |
| 20667 | 4.000290 | 0.0.3 | 3.0.0 (3*83^2) | No | |
| -158710 | 6.000000 | -14.3.23 | -23.3.14 (-(23*83^2 + 3*83 + 14)) | No | |
| -1152465 | 6.000000 | -10.24.1.2 | -2.1.24.10 (-(2*83^3 + 6889 + 24*83 + 10)) | No | |
| 62500 | 6.000000 | 1.6.9 | 9.6.1 (9*83^2 + 6*83 + 1) | No | |
| 240220357 | 6.000000 | 14.11.10.5.5 | 5.5.10.11.14 (5*83^4 + 5*83^3 + 10*83^2 + 11*83 + 14) | No |
These are the training products that have the "CUSTOMIZABLE" tag (processing sequence 6489). 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 |
|---|---|---|---|---|---|---|---|
| 29536 | Funny Custom Rating Coffee Mug | 240220357 | none | 240792144 | PERSONALIZED GIFT | ||
| 9174 | Vibrant Flame Ring | 62500 | RINGS, NOAH JEWELRIES | 634287 | none | ||
| 19700 | Customizable Restaurant Dining Table | 20667 | TABLE | 592454 | none | ||
| 19701 | Customizable Signature Bespoke Live Edge River Coffee Table | 0 | COFFEE TABLE | 571787 | none | ||
| 29478 | Wedding Welcome Sign Modern Midcentury Escort Card Display Sign Acrylic Layered Wedding Sign Custom Wedding Place Card Sign | -158710 | MODERN DECORATION, PERSONALIZED SIGN | 413077 | none | ||
| 22588 | 14k Single Custom Itty Bitty Letters Charm Pendant | -571787 | COLLECTION: CHARMS | 0 | none | ||
| 19699 | Customizable Handmade Wood & Epoxy Resin River Dining Table | -1152465 | DINING, TABLE | -580678 | none |