Fold 1 - Understanding why coefficient -187389 was selected
Tag: TOPWATCHBANDS
Selected Coefficient: -187389
Taxonomy Path: -1.2.30
Taxonomy Name:
Products with this tag: 11
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 0 | 8.000000 | 0 | 0 (0) | No | |
| -187389 | 8.000000 | -1.2.30 | -30.2.1 (-(30*79^2 + 2*79 + 1)) | Yes | |
| 19 | 9.012658 | 19 | 19 (19) | Product Add-Ons | No |
| 414 | 9.012658 | 19.5 | 5.19 (5*79 + 19) | Product Add-Ons > Product Upgrades | No |
| 105 | 10.000000 | 26.1 | 1.26 (79 + 26) | Vehicles & Parts > Vehicle Parts & Accessories | No |
| 193630 | 10.000000 | 1.2.31 | 31.2.1 (31*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Traditional Clothing Accessories | No |
| -374778 | 10.000000 | -2.4.60 | -60.4.2 (-(60*79^2 + 4*79 + 2)) | No |
These are the training products that have the "TOPWATCHBANDS" tag (processing sequence 2501). 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 |
|---|---|---|---|---|---|---|---|
| 16915 | Adapter for FitBit Versa 1/2/Lite - 23mm Pins - Works with 22mm Watch Bands | 193630 | Apparel & Accessories > Clothing Accessories > Traditional Clothing Accessories | none | 381019 | RETAIL | |
| 17270 | Adapter For Google Pixel Watch 1/2 - For 20mm Connectors | 414 | Product Add-Ons > Product Upgrades | none | 187803 | none | |
| 17005 | Watch Bands Pin Replacement Pack | 105 | Vehicles & Parts > Vehicle Parts & Accessories | none | 187494 | RETAIL | |
| 17033 | Adapter For Fitbit Versa 3/4 & Sense 1/2 - For 20mm Connectors | 19 | Product Add-Ons | none | 187408 | none | |
| 17309 | The Great Wave Watch Band | 0 | COMMUNITY-FAVORITE, ACTIVE WATCH BANDS, AMAZING-ARTWORK, US OUT OF STOCK, META-YEARLY-23 | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | |
| 16927 | Your Life Matters Watch Band | 0 | ACTIVE WATCH BANDS | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | META-THEME:FLORAL | |
| 17055 | I Got Your Six Watch Band | 0 | ACTIVE WATCH BANDS | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | |
| 16926 | You Are Loved Watch Band | -187389 | COMMUNITY-FAVORITE, ACTIVE WATCH BANDS, AMAZING-ARTWORK, US OUT OF STOCK | 0 | none | ||
| 17293 | Starry Night Watch Band | -187389 | COMMUNITY-FAVORITE, ACTIVE WATCH BANDS, AMAZING-ARTWORK, META-COLOR:BLUE | 0 | none | ||
| 17305 | The Best Is Yet To Come Watch Band | -187389 | COMMUNITY-FAVORITE, ACTIVE WATCH BANDS, US OUT OF STOCK, META-YEARLY-23 | 0 | none | ||
| 16957 | Collect the Happy Moments Watch Band | -374778 | COMMUNITY-FAVORITE, ACTIVE WATCH BANDS, US OUT OF STOCK | -187389 | none |