Fold 1 - Understanding why coefficient 2028744 was selected
Tag: 13 MONTHS TO 24 MONTHS
Selected Coefficient: 2028744
Taxonomy Path: 24.5.9.4
Taxonomy Name: Toys & Games > Toys > Educational Toys > Educational Flash Cards
Products with this tag: 11
Unique residual values tried: 2
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? |
|---|---|---|---|---|---|
| 2028744 | 1.000000 | 24.5.9.4 | 4.9.5.24 (4*79^3 + 9*79^2 + 5*79 + 24) | Toys & Games > Toys > Educational Toys > Educational Flash Cards | Yes |
| 1485757 | 10.000000 | 4.5.1.3 | 3.1.5.4 (3*79^3 + 6241 + 5*79 + 4) | Baby & Toddler > Baby Toys & Activity Equipment > Alphabet Toys > Alphabet Cards | No |
These are the training products that have the "13 MONTHS TO 24 MONTHS" tag (processing sequence 2000). 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 |
|---|---|---|---|---|---|---|---|
| 7432 | Hungry Brain Types of Houses Flash Cards | 2028744 | Toys & Games > Toys > Educational Toys > Educational Flash Cards | none | 0 | none | |
| 7467 | Hungry Brain 3 Pack of Flash Cards Group (2) | 2028744 | Toys & Games > Toys > Educational Toys > Educational Flash Cards | none | 0 | none | |
| 7525 | Hungry Brain Body Parts Flash Cards | 2028744 | Toys & Games > Toys > Educational Toys > Educational Flash Cards | none | 0 | none | |
| 7547 | Hungry Brain Famous Religious Places Of India Flash Cards | 2028744 | Toys & Games > Toys > Educational Toys > Educational Flash Cards | none | 0 | none | |
| 7548 | Hungry Brain Famous Places of India Flash Cards | 2028744 | Toys & Games > Toys > Educational Toys > Educational Flash Cards | none | 0 | none | |
| 7682 | Hungry Brain Wild Animals Flash Cards | 2028744 | Toys & Games > Toys > Educational Toys > Educational Flash Cards | none | 0 | none | |
| 7583 | Hungry Brain Small Alphabets Flash Cards | 2028744 | Toys & Games > Toys > Educational Toys > Educational Flash Cards | none | 0 | none | |
| 7597 | Hungry Brain Numbers Flash Card | 2028744 | Toys & Games > Toys > Educational Toys > Educational Flash Cards | none | 0 | none | |
| 7635 | Hungry Brain Know India Flash Card | 2028744 | Toys & Games > Toys > Educational Toys > Educational Flash Cards | none | 0 | none | |
| 7636 | Hungry Brain Still Nature Flash Cards | 2028744 | Toys & Games > Toys > Educational Toys > Educational Flash Cards | none | 0 | none | |
| 7570 | Hungry Brain 3 Pack of Flash Card Group (3) | 1485757 | Baby & Toddler > Baby Toys & Activity Equipment > Alphabet Toys > Alphabet Cards | none | -542987 | none |