Fold 4 - Understanding why coefficient 95495487 was selected
Tag: ARTS & CRAFTS
Selected Coefficient: 95495487
Taxonomy Path: 3.2.1.1.2
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 5
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? |
|---|---|---|---|---|---|
| 95495487 | 4.000000 | 3.2.1.1.2 | 2.1.1.2.3 (2*83^4 + 571787 + 6889 + 2*83 + 3) | Yes | |
| 427703734 | 4.000000 | 3.2.1.1.9 | 9.1.1.2.3 (9*83^4 + 571787 + 6889 + 2*83 + 3) | No | |
| 0 | 5.000000 | 0 | 0 (0) | No | |
| 7328 | 5.000145 | 24.5.1 | 1.5.24 (6889 + 5*83 + 24) | No | |
| 1157791 | 5.000145 | 24.5.2.2 | 2.2.5.24 (2*83^3 + 2*83^2 + 5*83 + 24) | Toys & Games > Toys > Art & Drawing Toys > Coloring Books & Pads | No |
These are the training products that have the "ARTS & CRAFTS" tag (processing sequence 5360). 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 |
|---|---|---|---|---|---|---|---|
| 15465 | Let's Explore Water Wow! Seasons | 427703734 | none | 332208247 | none | ||
| 15499 | On the Go Scratch Art Color Reveal Pad - Sea Life | 95495487 | none | 0 | none | ||
| 30141 | Ocean Life Aquapaints | 95495487 | none | 0 | NEW PRODUCT | ||
| 15475 | Magicolor - On the Go - Friends & Fun Coloring Pad | 1157791 | Toys & Games > Toys > Art & Drawing Toys > Coloring Books & Pads | none | -94337696 | none | |
| 15184 | Sticker WOW! Activity Pad Set - Cat | 7328 | none | -95488159 | none | ||
| 15497 | On the Go ColorBlast No-Mess Coloring Pad - Sea Life | 0 | COLORING | -95495487 | none | ||
| 15474 | Magicolor - On the Go - Farm Animals Coloring Pad | 0 | COLORING | -95495487 | none |