Fold 2 - Understanding why coefficient 3472224 was selected
Tag: FORMAL WEAR
Selected Coefficient: 3472224
Taxonomy Path: 2.2.6.6
Taxonomy Name:
Products with this tag: 5
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 3472224 | 2.000003 | 2.2.6.6 | 6.6.2.2 (6*83^3 + 6*83^2 + 2*83 + 2) | Yes | |
| 5187585 | 2.000003 | 2.2.6.9 | 9.6.2.2 (9*83^3 + 6*83^2 + 2*83 + 2) | No | |
| 7474733 | 2.000003 | 2.2.6.13 | 13.6.2.2 (13*83^3 + 6*83^2 + 2*83 + 2) | No | |
| -21166 | 4.000000 | -1.6.3 | -3.6.1 (-(3*83^2 + 6*83 + 1)) | No | |
| 1184908 | 4.000000 | 0.0.6.2 | 2.6.0.0 (2*83^3 + 6*83^2) | No |
These are the training products that have the "FORMAL WEAR" tag (processing sequence 6943). 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 |
|---|---|---|---|---|---|---|---|
| 11103 | His & Hers Matching Formal Dog Shirts | 7474733 | none | 4002509 | none | ||
| 11057 | Pin Stripe Formal Dog Tuxedo | 5187585 | none | 1715361 | none | ||
| 11350 | Tweed Dress | 3472224 | none | 0 | none | ||
| 30412 | 14K White Gold, Blue Diamond Halo Ring | 1184908 | CLUSTER | -2287316 | MOTHER, SPECIAL | ||
| 30411 | 14K + 18K Candle Diamond Necklace | -21166 | NECKLACE, CLUSTER | -3493390 | MOTHER |