Fold 1 - Understanding why coefficient 2565941 was selected
Tag: GREEN
Selected Coefficient: 2565941
Taxonomy Path: 1.1.12.7
Taxonomy Name: Apparel & Accessories > Clothing > Pants > Joggers
Products with this tag: 9
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| 3997585 | 4.028370 | 1.1.12.11 | 11.12.1.1 (11*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Trousers | No |
| 2565941 | 4.028370 | 1.1.12.7 | 7.12.1.1 (7*71^3 + 12*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Pants > Joggers | Yes |
| 20236 | 4.028566 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 55878 | 4.056338 | 1.6.11 | 11.6.1 (11*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Watches | No |
| 131209 | 4.056338 | 1.2.26 | 26.2.1 (26*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | No |
| 0 | 7.000000 | 0 | 0 (0) | No | |
| 1363 | 8.000000 | 14.19 | 19.14 (19*71 + 14) | Home & Garden > Smoking Accessories | No |
| -4360537 | 8.000000 | -1.1.13.12 | -12.13.1.1 (-(12*71^3 + 13*71^2 + 71 + 1)) | No |
These are the training products that have the "GREEN" tag (processing sequence 69). 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 |
|---|---|---|---|---|---|---|---|
| 12 | Parrot Straight Pants | 3997585 | Apparel & Accessories > Clothing > Pants > Trousers | none | 1431644 | SIZE_L | |
| 1067 | Sybil Trogger | 2565941 | Apparel & Accessories > Clothing > Pants > Joggers | none | 0 | TROUSERS | |
| 1897 | Women's Unicorn Print Infinity Scarf | 131209 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | -2434732 | SCARF, CLOTHING | |
| 1598 | G-Shock GS-GA2110SC4A Watch - Orange/Green | 55878 | Apparel & Accessories > Jewelry > Watches | none | -2510063 | ACCESSORIES, ACCESSORY-SIZE-ONE-SIZE | |
| 1046 | Rania | 20236 | Apparel & Accessories > Clothing > Dresses | none | -2545705 | FLORAL PATTERNS | |
| 2313 | Croc Crusher - 2 Inch Herb Grinder (4 pc. Green) | 1363 | Home & Garden > Smoking Accessories | none | -2564578 | none | |
| 2486 | Green Stone Cross Crystal Silver Earrings | 0 | EARRINGS, GOLD, CRYSTAL | -2565941 | FAITH | ||
| 5437 | Airbrush Scorpio Szn Shirt Design | 0 | DESIGN | -2565941 | CIRCLE | ||
| 5512 | Airbrush Pet Portrait With Green Design | -4360537 | DESIGN, WHITE | -6926478 | CAT |