Fold 0 - Understanding why coefficient 4360537 was selected
Tag: ESSENTIEL ANTWERP
Selected Coefficient: 4360537
Taxonomy Path: 1.1.13.12
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Sweaters
Products with this tag: 15
Unique residual values tried: 9
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? |
|---|---|---|---|---|---|
| 4360537 | 4.015085 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| 423516 | 4.015088 | 1.1.13.1 | 1.13.1.1 (357911 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Blouses | No |
| 2928893 | 4.015088 | 1.1.13.8 | 8.13.1.1 (8*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | No |
| 2213071 | 4.015088 | 1.1.13.6 | 6.13.1.1 (6*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Polos | No |
| 20236 | 4.015473 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 75687 | 4.015671 | 1.1.15 | 15.1.1 (15*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Skirts | No |
| 20591 | 4.140845 | 1.6.4 | 4.6.1 (4*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | No |
| 0 | 12.000000 | 0 | 0 (0) | No | |
| -20236 | 14.000000 | -1.1.4 | -4.1.1 (-(4*71^2 + 71 + 1)) | No |
These are the training products that have the "ESSENTIEL ANTWERP" tag (processing sequence 711). 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 |
|---|---|---|---|---|---|---|---|
| 865 | Dafang | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 856 | City | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | EUROPEAN BRANDS | |
| 869 | Daosa T-shirt | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | none | -1431644 | EUROPEAN BRANDS | |
| 866 | Dagorda | 2213071 | Apparel & Accessories > Clothing > Clothing Tops > Polos | none | -2147466 | none | |
| 850 | Cezanna | 423516 | Apparel & Accessories > Clothing > Clothing Tops > Blouses | none | -3937021 | none | |
| 898 | Dorinda | 75687 | Apparel & Accessories > Clothing > Skirts | none | -4284850 | none | |
| 863 | Dacie | 75687 | Apparel & Accessories > Clothing > Skirts | none | -4284850 | NEON | |
| 905 | Draland | 20591 | Apparel & Accessories > Jewelry > Brooches & Lapel Pins | none | -4339946 | none | |
| 871 | Daskur Pleated Slip Dress | 20236 | Apparel & Accessories > Clothing > Dresses | COLORFUL DRESSES, ELEGANT DRESSES | -4340301 | none | |
| 876 | Delvine | 20236 | Apparel & Accessories > Clothing > Dresses | none | -4340301 | MIDI DRESS | |
| 887 | Dilami | 20236 | Apparel & Accessories > Clothing > Dresses | none | -4340301 | none | |
| 900 | Dorothy | 0 | BUTTON DOWN SHIRT | -4360537 | TOPSBUTTON UP | ||
| 870 | Daron Oversized Shirt | 0 | BUTTON DOWN SHIRT | -4360537 | TOPSBUTTON UP | ||
| 906 | Drobali Pleated Midi Skirt | 0 | PLEATED | -4360537 | MULTICOLOR | ||
| 894 | Dolivia | -20236 | WHITE, BUTTON DOWN SHIRT | -4380773 | TOPSBUTTON UP |