Fold 3 - Understanding why coefficient -571787 was selected
Tag: ITTY-BITTY-WORDS-LETTERS
Selected Coefficient: -571787
Taxonomy Path: -0.0.0.1
Taxonomy Name:
Products with this tag: 3
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 | 1.000002 | 0 | 0 (0) | No | |
| 55611 | 2.000000 | 1.6.8 | 8.6.1 (8*83^2 + 6*83 + 1) | No |
These are the training products that have the "ITTY-BITTY-WORDS-LETTERS" tag (processing sequence 6247). 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 |
|---|---|---|---|---|---|---|---|
| 22573 | 14k Itty Bitty Pavé Diamond FUCK Small Curb Chain Necklace | 55611 | none | 627398 | none | ||
| 22575 | 14k Itty Bitty Pavé Diamond Split FUCK Studs | 0 | STUD-EARRINGS | 571787 | none | ||
| 22588 | 14k Single Custom Itty Bitty Letters Charm Pendant | -571787 | COLLECTION: CHARMS | 0 | CUSTOMIZABLE |