Fold 1 - Understanding why coefficient 762 was selected
Tag: BAGS AND TOTES
Selected Coefficient: 762
Taxonomy Path: 15.9
Taxonomy Name:
Products with this tag: 6
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? |
|---|---|---|---|---|---|
| 762 | 1.024242 | 15.9 | 9.15 (9*83 + 15) | Yes | |
| 55874 | 1.024387 | 15.9.8 | 8.9.15 (8*83^2 + 9*83 + 15) | No | |
| 20931 | 1.036145 | 15.3.3 | 3.3.15 (3*83^2 + 3*83 + 15) | No | |
| -2315029 | 5.000000 | -76.3.4.4 | -4.4.3.76 (-(4*83^3 + 4*83^2 + 3*83 + 76)) | No |
These are the training products that have the "BAGS AND TOTES" tag (processing sequence 6088). 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 |
|---|---|---|---|---|---|---|---|
| 17966 | Lucky Cat Coin Purse - Hot Pink | 55874 | none | 55112 | none | ||
| 17788 | Beauty Case - Flower Bloom | 20931 | none | 20169 | BATH AND BEAUTY | ||
| 18070 | Make Up Bag - Vogue | 20931 | none | 20169 | BATH AND BEAUTY | ||
| 17944 | Magical Unicorn Travel Cushion | 762 | none | 0 | none | ||
| 18124 | Card Holder Wallet | 762 | none | 0 | none | ||
| 17880 | Gentlemen's Toiletry Bag | -2315029 | BOY OTHER | -2315791 | BATH AND BEAUTY |