Fold 1 - Understanding why coefficient -187389 was selected
Tag: META-YEARLY-23
Selected Coefficient: -187389
Taxonomy Path: -1.2.30
Taxonomy Name:
Products with this tag: 10
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? |
|---|---|---|---|---|---|
| -187389 | 7.000000 | -1.2.30 | -30.2.1 (-(30*79^2 + 2*79 + 1)) | Yes | |
| 0 | 7.000000 | 0 | 0 (0) | No | |
| -374778 | 8.000000 | -2.4.60 | -60.4.2 (-(60*79^2 + 4*79 + 2)) | No | |
| 5 | 9.000000 | 5 | 5 (5) | Bundles | No |
| 150203 | 9.000000 | 24.5.24 | 24.5.24 (24*79^2 + 5*79 + 24) | Toys & Games > Toys > Toy Gift Baskets | No |
These are the training products that have the "META-YEARLY-23" tag (processing sequence 1901). 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 |
|---|---|---|---|---|---|---|---|
| 17049 | March Guaranteed Goldie - Mystery 3-Pack | 150203 | Toys & Games > Toys > Toy Gift Baskets | none | 337592 | SSACCESS, META-LIST:HIDDEN | |
| 17048 | Guaranteed Goldie Mystery 3-Pack | 5 | Bundles | none | 187394 | none | |
| 17137 | Scaredy Cat Watch | 0 | ACTIVE WATCH BANDS | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | META-WEEKLY-24 | |
| 17294 | I Am Strong Watch Band | 0 | ACTIVE WATCH BANDS | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | |
| 17306 | The Best You Is The Real You Watch Band | 0 | ACTIVE WATCH BANDS | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | META-WEEKLY-24-WEEK21 | |
| 17309 | The Great Wave Watch Band | -187389 | COMMUNITY-FAVORITE, ACTIVE WATCH BANDS, AMAZING-ARTWORK, US OUT OF STOCK | 0 | TOPWATCHBANDS | ||
| 17085 | Ride The Waves Watch Band | -187389 | COMMUNITY-FAVORITE, ACTIVE WATCH BANDS | 0 | META-WEEKLY-24-WEEK21 | ||
| 17027 | Change the Game Pearl - March 2023 | -187389 | META-COLOR:BRIGHT, US OUT OF STOCK | 0 | none | ||
| 17029 | Chill Watch Band | -374778 | COMMUNITY-FAVORITE, ACTIVE WATCH BANDS, META-COLOR:BRIGHT | -187389 | META-WEEKLY-24-WEEK21 | ||
| 17305 | The Best Is Yet To Come Watch Band | -374778 | COMMUNITY-FAVORITE, ACTIVE WATCH BANDS, US OUT OF STOCK | -187389 | TOPWATCHBANDS |