Fold 4 - Understanding why coefficient 25044 was selected
Tag: 100% MERINO INTERLOCK
Selected Coefficient: 25044
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 18
Unique residual values tried: 13
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? |
|---|---|---|---|---|---|
| 25044 | 11.025797 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 4025525 | 11.025799 | 1.1.13.8 | 8.13.1.1 (8*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| 5997681 | 11.025799 | 1.1.13.12 | 12.13.1.1 (12*79^3 + 13*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | No |
| 2571372 | 11.025957 | 1.1.17.5 | 5.17.1.1 (5*79^3 + 17*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Sleepwear & Loungewear > Robes | No |
| 137461 | 11.063451 | 1.2.22 | 22.2.1 (22*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Neck Gaiters | No |
| 1092334 | 11.063451 | 1.2.17.2 | 2.17.2.1 (2*79^3 + 17*79^2 + 2*79 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Beanies | No |
| 0 | 13.012818 | 0 | 0 (0) | No | |
| 954873 | 13.013139 | 0.0.74.1 | 1.74.0.0 (493039 + 74*79^2) | No | |
| -2883263 | 13.050633 | -0.78.66.5 | -5.66.78.0 (-(5*79^3 + 66*79^2 + 78*79)) | No | |
| 4 | 14.012658 | 4 | 4 (4) | Baby & Toddler | No |
| 13434 | 14.037975 | 4.12.2 | 2.12.4 (2*79^2 + 12*79 + 4) | Baby & Toddler > Swaddling & Receiving Blankets > Swaddling Blankets | No |
| -3007290 | 16.000160 | -76.67.7.6 | -6.7.67.76 (-(6*79^3 + 7*79^2 + 67*79 + 76)) | No | |
| -3019772 | 16.000160 | -76.67.9.6 | -6.9.67.76 (-(6*79^3 + 9*79^2 + 67*79 + 76)) | No |
These are the training products that have the "100% MERINO INTERLOCK" tag (processing sequence 4268). 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 | 5972637 | none | |
| 11172 | Womens Short Sleeve Crew T.Shirt AW20 | 4025525 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | 4000481 | none | |
| 11117 | Womens Robe | 2571372 | Apparel & Accessories > Clothing > Sleepwear & Loungewear > Robes | none | 2546328 | none | |
| 11146 | Kids Beanie | 1092334 | Apparel & Accessories > Clothing Accessories > Hats > Beanies | none | 1067290 | none | |
| 11129 | Kids Beanie AW22 | 954873 | SALE AW23 | 929829 | none | ||
| 11173 | Kids Neckwarmer | 137461 | Apparel & Accessories > Clothing Accessories > Neck Gaiters | none | 112417 | none | |
| 11118 | Womens Relaxed Fit Crew Neck Dress AW22 | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 11151 | Perfectly Imperfect Womens Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 11130 | Baby Wrap/Blanket AW22 | 13434 | Baby & Toddler > Swaddling & Receiving Blankets > Swaddling Blankets | none | -11610 | none | |
| 11148 | SALE Baby Legging | 4 | Baby & Toddler | none | -25040 | none | |
| 11171 | Baby Beanie | 4 | Baby & Toddler | none | -25040 | none | |
| 11152 | Baby Legging | 4 | Baby & Toddler | none | -25040 | none | |
| 11131 | Neckwarmer AW22 | 0 | SALE AW23 | -25044 | none | ||
| 11128 | Kids Neckwarmer AW22 | 0 | SALE AW23 | -25044 | none | ||
| 11154 | Kids Neckwarmer AW21 | 0 | SALE AW23 | -25044 | none | ||
| 11144 | Neckwarmer with side split | -2883263 | CORE | -2908307 | none | ||
| 11145 | Baby Sleeping Bag (cocoon) | -3007290 | CORE | -3032334 | none | ||
| 11134 | Baby Sleeping Bag | -3019772 | CORE | -3044816 | none |