Fold 0 - Understanding why coefficient 187389 was selected
Tag: PEARLS
Selected Coefficient: 187389
Taxonomy Path: 1.2.30
Taxonomy Name: Apparel & Accessories > Clothing Accessories > Wristbands
Products with this tag: 8
Unique residual values tried: 2
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 | 0.000160 | 1.2.30 | 30.2.1 (30*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Wristbands | Yes |
| 6400 | 0.001122 | 1.2.1 | 1.2.1 (6241 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Arm Warmers & Sleeves | No |
These are the training products that have the "PEARLS" tag (processing sequence 1733). 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 |
|---|---|---|---|---|---|---|---|
| 16974 | Don't Let it Stack Up Pearl - June 2023 | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 0 | none | |
| 17016 | Bend Dont break Pearl - May 2023 | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 0 | none | |
| 17027 | Change the Game Pearl - March 2023 | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 0 | none | |
| 17038 | Full Of Surprises Pearl - February 2023 | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 0 | none | |
| 17290 | Soak Up The Sun Pearl - July 2023 | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 0 | none | |
| 17261 | Nugs & Kisses Pearl - August 2023 | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 0 | none | |
| 17265 | Grow With It Pearl - April 2023 | 187389 | Apparel & Accessories > Clothing Accessories > Wristbands | none | 0 | none | |
| 17250 | Make Your Destiny Pearl - January 2023 | 6400 | Apparel & Accessories > Clothing Accessories > Arm Warmers & Sleeves | none | -180989 | none |