Fold 4 - Understanding why coefficient 7124 was selected
Tag: CREATIVE
Selected Coefficient: 7124
Taxonomy Path: 14.11.1
Taxonomy Name: Home & Garden > Kitchen & Dining > Barware
Products with this tag: 8
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| 7124 | 4.012658 | 14.11.1 | 1.11.14 (6241 + 11*79 + 14) | Home & Garden > Kitchen & Dining > Barware | Yes |
| 368470 | 4.037975 | 14.3.59 | 59.3.14 (59*79^2 + 3*79 + 14) | Home & Garden > Decor > Shadow Boxes | No |
| 0 | 6.012658 | 0 | 0 (0) | No | |
| 196916664 | 6.012658 | 0.8.31.4.5 | 5.4.31.8.0 (5*79^4 + 4*79^3 + 31*79^2 + 8*79) | No | |
| -197278889 | 7.000000 | -10.11.10.5.5 | -5.5.10.11.10 (-(5*79^4 + 5*79^3 + 10*79^2 + 11*79 + 10)) | No | |
| 1042 | 7.000000 | 15.13 | 13.15 (13*79 + 15) | Luggage & Bags > Tote Bags | No |
These are the training products that have the "CREATIVE" tag (processing sequence 3831). 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 |
|---|---|---|---|---|---|---|---|
| 6343 | BAB - Zeta Phi Beta Sorority, Inc (Dove) Coffee/Tea Mug | 196916664 | SORORITY, BRIDAL PARTY | 196909540 | none | ||
| 6323 | BAB - Zeta Little Secret (Keepsake Box) | 368470 | Home & Garden > Decor > Shadow Boxes | none | 361346 | none | |
| 6496 | Insulated Wine Glass Tumbler - 1920 | 7124 | Home & Garden > Kitchen & Dining > Barware | none | 0 | none | |
| 6459 | Insulated Wine Glass Tumbler - Zeta Doctor | 7124 | Home & Garden > Kitchen & Dining > Barware | none | 0 | none | |
| 6470 | Insulated Wine Glass Tumbler - The Educator | 7124 | Home & Garden > Kitchen & Dining > Barware | none | 0 | none | |
| 6255 | Tote 5 - Zeta Phi Beta Sorority, Incorporated | 1042 | Luggage & Bags > Tote Bags | none | -6082 | ZETA | |
| 6335 | BAB - "Besties" Coffee/Tea Mug | 0 | SORORITY | -7124 | none | ||
| 6243 | BAB - Baby Zeta Tee “Finer is in My Future” | -197278889 | SORORITY | -197286013 | none |