Fold 1 - Understanding why coefficient -1529212 was selected
Tag: WEDDING FAVORS
Selected Coefficient: -1529212
Taxonomy Path: -9.2.8.3
Taxonomy Name:
Products with this tag: 4
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? |
|---|---|---|---|---|---|
| -1529212 | 2.000002 | -9.2.8.3 | -3.8.2.9 (-(3*79^3 + 8*79^2 + 2*79 + 9)) | Yes | |
| -50095 | 2.000002 | -9.2.8 | -8.2.9 (-(8*79^2 + 2*79 + 9)) | No | |
| 2951993 | 3.000000 | 0.0.78.5 | 5.78.0.0 (5*79^3 + 78*79^2) | No | |
| 197278636 | 3.000000 | 73.7.10.5.5 | 5.5.10.7.73 (5*79^4 + 5*79^3 + 10*79^2 + 7*79 + 73) | No |
These are the training products that have the "WEDDING FAVORS" tag (processing sequence 3278). 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 |
|---|---|---|---|---|---|---|---|
| 17548 | Custom Baby Face Mug, Baby Photo Mug, Personalized Baby Face Mug, Mug Gift For Mum, Mug For New Mom, New Mom Birthday Gift, Personalized Mug | 197278636 | WEDDING GIFTS | 198807848 | ANNIVERSARY GIFTS, MOTHERS DAY | ||
| 6292 | A&A CHERRY COCOA BALSAMIC JAM GIFT SET | 2951993 | PERFECT__GIFT | 4481205 | none | ||
| 6293 | A&A FIG HONEY BALSAMIC JAM GIFT SET | -50095 | ACETO BALSAMICO, PERFECT__GIFT | 1479117 | none | ||
| 6341 | A&A ITALIAN SEASONING BAG DIPPING SET | -1529212 | GOURMET SEASONINGS, PERFECT__GIFT, SALT | 0 | none |