Fold 4 - Understanding why coefficient 4360537 was selected
Tag: IVORY
Selected Coefficient: 4360537
Taxonomy Path: 1.1.13.12
Taxonomy Name: Apparel & Accessories > Clothing > Clothing Tops > Sweaters
Products with this tag: 14
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? |
|---|---|---|---|---|---|
| 4360537 | 6.042653 | 1.1.13.12 | 12.13.1.1 (12*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | Yes |
| 3286804 | 6.042656 | 1.1.13.9 | 9.13.1.1 (9*71^3 + 13*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | No |
| 77001347 | 6.043047 | 1.1.10.2.3 | 3.2.10.1.1 (3*71^4 + 2*71^3 + 10*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Capes | No |
| 20236 | 6.043047 | 1.1.4 | 4.1.1 (4*71^2 + 71 + 1) | Apparel & Accessories > Clothing > Dresses | No |
| 30815 | 6.084507 | 1.8.6 | 6.8.1 (6*71^2 + 8*71 + 1) | Apparel & Accessories > Shoes > Sandals | No |
| 131209 | 6.098592 | 1.2.26 | 26.2.1 (26*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | No |
| 0 | 8.014085 | 0 | 0 (0) | No | |
| -2797684 | 8.070423 | -0.70.57.7 | -7.57.70.0 (-(7*71^3 + 57*71^2 + 70*71)) | No |
These are the training products that have the "IVORY" tag (processing sequence 152). 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 |
|---|---|---|---|---|---|---|---|
| 1533 | Firenze Cape - 100% Cashmere Knit | 77001347 | Apparel & Accessories > Clothing > Outerwear > Coats & Jackets > Capes | none | 72640810 | none | |
| 829 | Baby Cable Tee | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 999 | Layla Sweater | 4360537 | Apparel & Accessories > Clothing > Clothing Tops > Sweaters | none | 0 | none | |
| 1076 | Viola Stripe Tank | 3286804 | Apparel & Accessories > Clothing > Clothing Tops > Tank Tops | none | -1073733 | STRIPES | |
| 1648 | Giulia Stole - 100% Cashmere Knit | 131209 | Apparel & Accessories > Clothing Accessories > Scarves & Shawls | none | -4229328 | CAPE | |
| 9495 | GALA: IVORY TWO BAR BACK STRAP SANDALS - COMING SOON | 30815 | Apparel & Accessories > Shoes > Sandals | none | -4329722 | FOOTBED SANDALS | |
| 9473 | MOLI: IVORY LEATHER STUDDED SANDALS | 30815 | Apparel & Accessories > Shoes > Sandals | none | -4329722 | none | |
| 970 | Magda Dress | 20236 | Apparel & Accessories > Clothing > Dresses | none | -4340301 | none | |
| 1534 | Firenze Cape - 100% Merino Knit | 0 | MERINO | -4360537 | none | ||
| 1624 | Firenze Cape - SettantaTrenta 30% Cashmere / 70% Merino Knit | 0 | MERINO | -4360537 | none | ||
| 1725 | Siena Poncho - SettantaTrenta 30% Cashmere / 70 % Merino Blend Knit | 0 | MERINO, BLEND | -4360537 | none | ||
| 1537 | Firenze Cape - SettantaTrenta 30% Cashmere / 70% Merino Knit | 0 | MERINO | -4360537 | none | ||
| 9493 | TAVIRA: IVORY CHUNKY GLADIATOR SANDALS - PRE-ORDER (DISPATCH W/C 20TH MARCH) | 0 | SANDALS | -4360537 | none | ||
| 1681 | Nadia Scarf - 59% Silk / 41% Cotton Knit | -2797684 | WHITE | -7158221 | SS SCARF STOLE |