Fold 0 - Understanding why coefficient -4304659 was selected
Tag: ROUND
Selected Coefficient: -4304659
Taxonomy Path: -0.66.1.12
Taxonomy Name:
Products with this tag: 17
Unique residual values tried: 13
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? |
|---|---|---|---|---|---|
| -4304659 | 12.042254 | -0.66.1.12 | -12.1.66.0 (-(12*71^3 + 5041 + 66*71)) | Yes | |
| 0 | 12.042452 | 0 | 0 (0) | No | |
| -10082 | 12.042452 | -0.0.2 | -2.0.0 (-(2*71^2)) | No | |
| -2792643 | 12.056338 | -0.70.56.7 | -7.56.70.0 (-(7*71^3 + 56*71^2 + 70*71)) | No | |
| 136250 | 13.014085 | 1.2.27 | 27.2.1 (27*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Sunglasses | No |
| 30673 | 13.042254 | 1.6.6 | 6.6.1 (6*71^2 + 6*71 + 1) | Apparel & Accessories > Jewelry > Earrings | No |
| 736496 | 15.000000 | 13.7.4.2 | 2.4.7.13 (2*71^3 + 4*71^2 + 7*71 + 13) | No | |
| -5857786 | 15.014085 | -2.2.26.16 | -16.26.2.2 (-(16*71^3 + 26*71^2 + 2*71 + 2)) | No | |
| -10162445 | 15.014085 | -2.68.27.28 | -28.27.68.2 (-(28*71^3 + 27*71^2 + 68*71 + 2)) | No | |
| -2823316 | 16.000000 | -1.5.63.7 | -7.63.5.1 (-(7*71^3 + 63*71^2 + 5*71 + 1)) | No | |
| -4274001 | 16.000000 | -14.60.66.11 | -11.66.60.14 (-(11*71^3 + 66*71^2 + 60*71 + 14)) | No | |
| 1213 | 16.000000 | 6.17 | 17.6 (17*71 + 6) | Business & Industrial > Manufacturing | No |
| -7233567 | 16.000000 | -16.67.14.20 | -20.14.67.16 (-(20*71^3 + 14*71^2 + 67*71 + 16)) | No |
These are the training products that have the "ROUND" tag (processing sequence 75). 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 |
|---|---|---|---|---|---|---|---|
| 2661 | LARGE Tube Pendant Light - ROSE GOLD | 736496 | PENDANT | 5041155 | HOME | ||
| 2678 | LARGE Tube Pendant Light - BRONZE GOLD | 736496 | PENDANT | 5041155 | HOME | ||
| 9211 | Léna | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 4440909 | WOMEN, CHAMPAGNE, MEDIUM, OPTICAL, PEONY GOLD | |
| 9210 | Place Dauphine | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 4440909 | CHAMPAGNE, DIAMOND FACE, MEDIUM, OPTICAL, PEONY GOLD | |
| 9187 | Place Coluche | 136250 | Apparel & Accessories > Clothing Accessories > Sunglasses | none | 4440909 | CHAMPAGNE, MEDIUM, NEW STYLES, OPTICAL | |
| 8881 | Cascade Drop Earrings | 30673 | Apparel & Accessories > Jewelry > Earrings | none | 4335332 | none | |
| 2147 | Aluminum Ring Sizer - Silver & Blue | 1213 | Business & Industrial > Manufacturing | none | 4305872 | none | |
| 4174 | Item011: Computer Ribbon Cable Earrings - rainbow, woven, fabric, primitive, round | 0 | EARRINGS | 4304659 | RAINBOW, WOVEN | ||
| 2694 | Stainless Steel 1800mm Entry Door Pull Handles - Pair | -10082 | DOOR PULL | 4294577 | DOUBLE DOORS | ||
| 9185 | Place de l'Opéra | -2792643 | BLACK | 1512016 | CHAMPAGNE, DIAMOND FACE, MEDIUM, OPTICAL | ||
| 9189 | Theatre | -2823316 | BLACK, GOLD | 1481343 | 8MM, DARK TURTLE, DIAMOND FACE, MEDIUM, NEW STYLES, OPTICAL | ||
| 5692 | U.S. Polo Assn. Women's Quartz Metal and Alloy Casual Watch Model USC40263 | -4274001 | SILVER, CASUAL | 30658 | WOMEN, MULTICOLOR | ||
| 5724 | U.S. Polo Assn. Women's Analog Quartz Watch Model USC40303AZ | -4304659 | CASUAL | 0 | WOMEN | ||
| 5690 | U.S. Polo Assn. USC40136 Women's Quartz Metal and Alloy Watch | -4304659 | CASUAL | 0 | WOMEN | ||
| 6745 | Luxury Heavyweight Tee, Black | -5857786 | DESIGN, BLACK, OVERSIZED | -1553127 | AVAILABLE | ||
| 5725 | U.S. Polo Assn. Women's Quartz Metal and Alloy Casual Watch Model USC40261 | -7233567 | WHITE, GOLD, SILVER, CASUAL | -2928908 | WOMEN, MULTICOLOR | ||
| 5684 | Invicta Men's 16010 S1 "Rally" Stainless Steel Watch with Brown Leather Band | -10162445 | WHITE, MEN, CASUAL | -5857786 | BROWN, MULTICOLOR, PRE-ORDER |