Fold 0 - Understanding why coefficient 25044 was selected
Tag: DRESSES
Selected Coefficient: 25044
Taxonomy Path: 1.1.4
Taxonomy Name: Apparel & Accessories > Clothing > Dresses
Products with this tag: 28
Unique residual values tried: 4
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 | 8.000320 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 56249 | 8.003044 | 1.1.9 | 9.1.1 (9*79^2 + 79 + 1) | Apparel & Accessories > Clothing > One-Pieces | No |
| 68731 | 8.003044 | 1.1.11 | 11.1.1 (11*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Outfit Sets | No |
| 0 | 20.000000 | 0 | 0 (0) | No |
These are the training products that have the "DRESSES" tag (processing sequence 1644). 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 |
|---|---|---|---|---|---|---|---|
| 2377 | Saloos Floral Top & Skirt Co-Ord Set | 68731 | Apparel & Accessories > Clothing > Outfit Sets | none | 43687 | SALOOS, SKIRT, TOPS | |
| 2408 | Striped Dungarees | 56249 | Apparel & Accessories > Clothing > One-Pieces | none | 31205 | TROUSERS | |
| 1474 | Beau Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 1483 | Zoe Dress in Mod Floral | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 1484 | Zoe Dress in Gingham | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | WAREHOUSE SALE | |
| 2339 | Malissa J Leopard Print Maxi Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 2343 | Midaxi Strappy Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 2347 | Midaxi Tie Dye Tassel Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 2361 | Paisley Shirred Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 2406 | South Beach Crinkle Smock Beach Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | TOPS | |
| 2417 | Suzie Blue Tie Dye Kaftan Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 5560 | Denim Fringe Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 5617 | Black Ruffle Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 6108 | Bree Dress - Starlight Grey | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 6140 | Resort Poplin Dress-Black | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 8046 | The Natalie | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 8698 | Abigail Dress in Lipstick Pink | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 11434 | Vintage Button Down Maxi Dress | 25044 | 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 | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 9775 | Hard To Beat Mauve High Low Floral Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 9412 | Love Me Ice Blue Dress | 0 | MIDI | -25044 | none | ||
| 9428 | Make Life Easy Light Rose Maxi Dress | 0 | MAXI | -25044 | none | ||
| 9469 | Black And Ivory Striped Dress | 0 | MIDI | -25044 | none | ||
| 9490 | Laguna Luxe Black Short Sleeve Dress | 0 | MIDI | -25044 | none | ||
| 9543 | Find My Way Coral Pink Dress | 0 | MIDI | -25044 | none | ||
| 188 | Summer Dress - Sweety | 0 | LOUNGE WEAR | -25044 | none | ||
| 9776 | New Revival Navy Floral Midi Dress | 0 | MIDI DRESS | -25044 | none | ||
| 9399 | On The Go Hot Striped Dress | 0 | MIDI | -25044 | none |