Fold 1 - Understanding why coefficient 3083134 was selected
Tag: COLOURGROUP-BLACK
Selected Coefficient: 3083134
Taxonomy Path: 1.1.20.6
Taxonomy Name: Apparel & Accessories > Clothing > Swimwear > Classic Bikinis
Products with this tag: 11
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| 10971758 | 4.000487 | 1.1.20.22 | 22.20.1.1 (22*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | No |
| 3083134 | 4.000487 | 1.1.20.6 | 6.20.1.1 (6*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | Yes |
| 11957836 | 4.000487 | 1.1.20.24 | 24.20.1.1 (24*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | No |
| 6041368 | 4.000487 | 1.1.20.12 | 12.20.1.1 (12*79^3 + 20*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Swimwear > Rash Guards | No |
| 195249765 | 4.000801 | 1.1.1.1.5 | 5.1.1.1.1 (5*79^4 + 493039 + 6241 + 79 + 1) | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Tights | No |
| 117349603 | 4.000801 | 1.1.1.1.3 | 3.1.1.1.1 (3*79^4 + 493039 + 6241 + 79 + 1) | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Shorts | No |
| 4031766 | 4.000961 | 1.1.14.8 | 8.14.1.1 (8*79^3 + 14*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Shorts > Legging Shorts | No |
| 0 | 7.000000 | 0 | 0 (0) | No |
These are the training products that have the "COLOURGROUP-BLACK" tag (processing sequence 3554). 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 |
|---|---|---|---|---|---|---|---|
| 7710 | Recovery Support 7/8 Length Tight - Black | 195249765 | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Tights | none | 192166631 | TYPE-THERAPY + RECOVERY ACTIVEWEAR | |
| 7700 | Endometriosis Support Bike Short - Black | 117349603 | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Shorts | none | 114266469 | TYPE-THERAPY + RECOVERY ACTIVEWEAR | |
| 7736 | Swim - Adjustable Bikini Top - Black | 11957836 | Apparel & Accessories > Clothing > Swimwear > Swimwear Tops | none | 8874702 | none | |
| 7667 | Swim - Adjustable One Piece - Black | 10971758 | Apparel & Accessories > Clothing > Swimwear > One-Piece Swimsuits | none | 7888624 | none | |
| 7670 | Swim - Long Sleeve Rashie - Black | 6041368 | Apparel & Accessories > Clothing > Swimwear > Rash Guards | none | 2958234 | none | |
| 7711 | Recovery Support Bike Short - Black | 4031766 | Apparel & Accessories > Clothing > Shorts > Legging Shorts | none | 948632 | TYPE-THERAPY + RECOVERY ACTIVEWEAR | |
| 7657 | Swim - Core Support Bikini Bottom - Black | 3083134 | Apparel & Accessories > Clothing > Swimwear > Classic Bikinis | none | 0 | none | |
| 7610 | Classic Tank - Black | 0 | COLOUR-BLACK | -3083134 | none | ||
| 7706 | Petite Flare Full Length Tight - Black | 0 | COMPLETE-WITH:ACTIVE-TRUTH-T-SHIRT-BLACK | -3083134 | none | ||
| 7719 | Tall Flare Full Length Tight - Black | 0 | COMPLETE-WITH:ACTIVE-TRUTH-T-SHIRT-BLACK | -3083134 | none | ||
| 7669 | Smart Pocket 7/8 Length Tight - Leopard | 0 | COMPLETE-WITH:ACTIVE-TRUTH-T-SHIRT-BLACK | -3083134 | none |