Fold 4 - 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: 7
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 | 14.000160 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | Yes |
| 56249 | 14.002083 | 1.1.9 | 9.1.1 (9*79^2 + 79 + 1) | Apparel & Accessories > Clothing > One-Pieces | No |
| -4000481 | 16.000327 | -0.0.9.8 | -8.9.0.0 (-(8*79^3 + 9*79^2)) | No | |
| -6958715 | 16.000335 | -0.0.9.14 | -14.9.0.0 (-(14*79^3 + 9*79^2)) | No | |
| -1060970 | 16.001763 | -0.0.12.2 | -2.12.0.0 (-(2*79^3 + 12*79^2)) | No | |
| 0 | 16.001763 | 0 | 0 (0) | No | |
| -10984240 | 26.000000 | -1.1.22.22 | -22.22.1.1 (-(22*79^3 + 22*79^2 + 79 + 1)) | No |
These are the training products that have the "DRESSES" tag (processing sequence 1245). 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 |
|---|---|---|---|---|---|---|---|
| 2408 | Striped Dungarees | 56249 | Apparel & Accessories > Clothing > One-Pieces | none | 31205 | FITS SIZE 16, TROUSERS | |
| 11434 | Vintage Button Down Maxi Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | MAXI DRESS | |
| 1474 | Beau Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 2339 | Malissa J Leopard Print Maxi Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | FITS SIZE 16 | |
| 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 | FITS SIZE 16 | |
| 2406 | South Beach Crinkle Smock Beach Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | FITS SIZE 16 | |
| 2417 | Suzie Blue Tie Dye Kaftan Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | FITS SIZE 16 | |
| 5560 | Denim Fringe Dress | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 6083 | Darcie Dress- Black | 25044 | Apparel & Accessories > Clothing > Dresses | none | 0 | none | |
| 6106 | Amalia Dress - Malibu | 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 | |
| 188 | Summer Dress - Sweety | 0 | BIODEGRADABLE | -25044 | LADIES, LOUNGE WEAR | ||
| 2377 | Saloos Floral Top & Skirt Co-Ord Set | -1060970 | SKIRT | -1086014 | FITS SIZE 16, FITS SIZE 18, SALOOS | ||
| 9543 | Find My Way Coral Pink Dress | -4000481 | 2023LAUNCH | -4025525 | MIDI | ||
| 9412 | Love Me Ice Blue Dress | -4000481 | 2023LAUNCH | -4025525 | MIDI | ||
| 9431 | Tell Me Anything Ice Blue Maxi Dress | -4000481 | 2023LAUNCH | -4025525 | MAXI | ||
| 1526 | 60s Floral Jacquard Dress | -4000481 | APPAREL | -4025525 | FEMALE, WOMAN | ||
| 9775 | Hard To Beat Mauve High Low Floral Dress | -4000481 | 2023LAUNCH | -4025525 | none | ||
| 9776 | New Revival Navy Floral Midi Dress | -4000481 | 2023LAUNCH | -4025525 | MIDI DRESS | ||
| 9428 | Make Life Easy Light Rose Maxi Dress | -4000481 | 2023LAUNCH | -4025525 | MAXI | ||
| 700 | Lavapies Shirt Dress Women’s - Infrared|-|Robe chemise Lavapies Femme - Infrarouge | -6958715 | CLOTHING | -6983759 | none | ||
| 8698 | Abigail Dress in Lipstick Pink | -6958715 | CLOTHING | -6983759 | SS23 | ||
| 699 | Lavapies Shirt Dress Women’s - Dark Navy|-|Robe chemise Lavapies Femme - Marine foncé | -6958715 | CLOTHING | -6983759 | none | ||
| 1460 | Aniela Dress in Blush | -10984240 | APPAREL, CLOTHING | -11009284 | FEMALE, WAREHOUSE SALE, WOMAN | ||
| 1483 | Zoe Dress in Mod Floral | -10984240 | APPAREL, CLOTHING | -11009284 | FEMALE |