Fold 4 - Understanding why coefficient 3470156 was selected
Tag: PLAY
Selected Coefficient: 3470156
Taxonomy Path: 2.2.3.7
Taxonomy Name: Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys
Products with this tag: 9
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 3470156 | 4.000000 | 2.2.3.7 | 7.3.2.2 (7*79^3 + 3*79^2 + 2*79 + 2) | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | Yes |
| 0 | 6.000000 | 0 | 0 (0) | No | |
| 25044 | 8.000000 | 1.1.4 | 4.1.1 (4*79^2 + 79 + 1) | Apparel & Accessories > Clothing > Dresses | No |
These are the training products that have the "PLAY" tag (processing sequence 2309). 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 |
|---|---|---|---|---|---|---|---|
| 17671 | Tucker the Turkey Dog Toy | 3470156 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | none | 0 | none | |
| 17575 | Sushi Dog Toy | 3470156 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | none | 0 | none | |
| 17661 | Avocado Guy Dog Toy | 3470156 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | none | 0 | none | |
| 17666 | Pumpkin Spice Donut Dog Toy | 3470156 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | none | 0 | none | |
| 17668 | Ramen Bowl Dog Toy | 3470156 | Animals & Pet Supplies > Pet Supplies > Dog Supplies > Dog Toys | none | 0 | none | |
| 7718 | Sports Dress - Black | 25044 | Apparel & Accessories > Clothing > Dresses | none | -3445112 | COURTSPORTS | |
| 7695 | Core Pocket 5 inch Bike Short - Black | 0 | LENGTH-BIKE SHORTS | -3470156 | CORERANGE, COURTSPORTS | ||
| 7620 | Sleek Performance Crop - White | 0 | STYLE-CROPS | -3470156 | COURTSPORTS | ||
| 17667 | Polar Bear Igloo Dog Toy | 0 | PUZZLE | -3470156 | none |