Fold 0 - Understanding why coefficient 20236 was selected
Tag: DRESSES
Selected Coefficient: 20236
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 18
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 20236 | 5.000000 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 0 | 13.000198 | 0 | 0 (0) | No | |
| -3952144 | 13.000793 | -0.0.3.11 | -11.3.0.0 (-(11*71^3 + 3*71^2)) | No |
These are the training products that have the "DRESSES" tag (processing sequence 678). 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 |
|---|---|---|---|---|---|---|---|
| 6140 | Resort Poplin Dress-Black | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 700 | Lavapies Shirt Dress Women’s - Infrared|-|Robe chemise Lavapies Femme - Infrarouge | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 794 | Vallier x Armor Lux Lanester Tank Top Dress Women's|-|Vallier x Armor Lux robe débardeur Lanester Femme | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 2417 | Suzie Blue Tie Dye Kaftan Dress | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 5560 | Denim Fringe Dress | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 6083 | Darcie Dress- Black | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 6106 | Amalia Dress - Malibu | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 6108 | Bree Dress - Starlight Grey | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 2339 | Malissa J Leopard Print Maxi Dress | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 2343 | Midaxi Strappy Dress | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 2347 | Midaxi Tie Dye Tassel Dress | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 2361 | Paisley Shirred Dress | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 2406 | South Beach Crinkle Smock Beach Dress | 20236 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 1460 | Aniela Dress in Blush | 0 | APPAREL | -20236 | VERISHOP | ||
| 1484 | Zoe Dress in Gingham | 0 | APPAREL | -20236 | VERISHOP | ||
| 1526 | 60s Floral Jacquard Dress | 0 | APPAREL | -20236 | none | ||
| 188 | Summer Dress - Sweety | 0 | BIODEGRADABLE | -20236 | LOUNGE WEAR | ||
| 2408 | Striped Dungarees | -3952144 | TROUSERS | -3972380 | none |