Fold 1 - Understanding why coefficient 4025525 was selected
Tag: 260GSM
Selected Coefficient: 4025525
Taxonomy Path: 1.1.13.8
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > T-Shirts
Products with this tag: 17
Unique residual values tried: 10
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? |
|---|---|---|---|---|---|
| 4025525 | 9.025799 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | Yes |
| 5997681 | 9.025801 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| 25044 | 9.025957 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 3526245 | 9.026118 | 1.1.12.7 | 7.12.1.1 (7*79^3 + 12*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Pants > Joggers | No |
| 137461 | 9.075949 | 1.2.22 | 22.2.1 (22*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Neck Gaiters | No |
| 13434 | 12.025477 | 4.12.2 | 2.12.4 (2*79^2 + 12*79 + 4) | Baby & Toddler > Swaddling & Receiving Blankets > Swaddling Blankets | No |
| 952 | 12.025637 | 4.12 | 12.4 (12*79 + 4) | Baby & Toddler > Swaddling & Receiving Blankets | No |
| 4 | 12.037975 | 4 | 4 (4) | Baby & Toddler | No |
| 0 | 13.000320 | 0 | 0 (0) | No | |
| 954873 | 13.000320 | 0.0.74.1 | 1.74.0.0 (493039 + 74*79^2) | No |
These are the training products that have the "260GSM" tag (processing sequence 4383). 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 |
|---|---|---|---|---|---|---|---|
| 11116 | Mens 1/4 Zip Pullover AW22 | 5997681 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 1972156 | none | |
| 11150 | Perfectly Imperfect Mens Short Sleeve Crew | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 11133 | Mens Short Sleeve Crew T-Shirt AW22 | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 0 | none | |
| 11155 | Kids Happy Pant AW22 | 3526245 | Apparel & Accessories > Clothing > Pants > Joggers | none | -499280 | none | |
| 11129 | Kids Beanie AW22 | 954873 | SALE AW23 | -3070652 | none | ||
| 11132 | Beanie AW22 | 954873 | SALE AW23 | -3070652 | none | ||
| 11173 | Kids Neckwarmer | 137461 | Apparel & Accessories > Clothing Accessories > Neck Gaiters | none | -3888064 | none | |
| 11144 | Neckwarmer with side split | 137461 | Apparel & Accessories > Clothing Accessories > Neck Gaiters | none | -3888064 | CORE | |
| 11118 | Womens Relaxed Fit Crew Neck Dress AW22 | 25044 | Apparel & Accessories > Clothing > Dresses | none | -4000481 | none | |
| 11151 | Perfectly Imperfect Womens Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | -4000481 | none | |
| 11149 | Perfectly Imperfect Baby Wrap | 13434 | Baby & Toddler > Swaddling & Receiving Blankets > Swaddling Blankets | none | -4012091 | none | |
| 11145 | Baby Sleeping Bag (cocoon) | 13434 | Baby & Toddler > Swaddling & Receiving Blankets > Swaddling Blankets | none | -4012091 | CORE | |
| 11134 | Baby Sleeping Bag | 952 | Baby & Toddler > Swaddling & Receiving Blankets | none | -4024573 | CORE | |
| 11152 | Baby Legging | 4 | Baby & Toddler | none | -4025521 | none | |
| 11148 | SALE Baby Legging | 4 | Baby & Toddler | none | -4025521 | none | |
| 11128 | Kids Neckwarmer AW22 | 0 | SALE AW23 | -4025525 | none | ||
| 11154 | Kids Neckwarmer AW21 | 0 | SALE AW23 | -4025525 | none |