Fold 1 - Understanding why coefficient 10441 was selected
Tag: 13 MONTHS TO 24 MONTHS
Selected Coefficient: 10441
Taxonomy Path: 4.5.2
Taxonomy Name: Baby & Toddler > Baby Toys & Activity Equipment > Baby Activity Toys
Products with this tag: 22
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? |
|---|---|---|---|---|---|
| 10441 | 10.000198 | 4.5.2 | 2.5.4 (2*71^2 + 5*71 + 4) | Baby & Toddler > Baby Toys & Activity Equipment > Baby Activity Toys | Yes |
| 1079133 | 10.002182 | 4.5.1.3 | 3.1.5.4 (3*71^3 + 5041 + 5*71 + 4) | Baby & Toddler > Baby Toys & Activity Equipment > Alphabet Toys > Alphabet Cards | No |
| 1477392 | 12.000000 | 24.5.9.4 | 4.9.5.24 (4*71^3 + 9*71^2 + 5*71 + 24) | Toys & Games > Toys > Educational Toys > Educational Flash Cards | No |
These are the training products that have the "13 MONTHS TO 24 MONTHS" tag (processing sequence 255). 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 | 1477392 | Toys & Games > Toys > Educational Toys > Educational Flash Cards | none | 1466951 | none | |
| 7467 | Hungry Brain 3 Pack of Flash Cards Group (2) | 1477392 | Toys & Games > Toys > Educational Toys > Educational Flash Cards | none | 1466951 | none | |
| 7531 | Hungry Brain Capital Alphabet Flash Cards | 1477392 | Toys & Games > Toys > Educational Toys > Educational Flash Cards | none | 1466951 | none | |
| 7547 | Hungry Brain Famous Religious Places Of India Flash Cards | 1477392 | Toys & Games > Toys > Educational Toys > Educational Flash Cards | none | 1466951 | none | |
| 7548 | Hungry Brain Famous Places of India Flash Cards | 1477392 | Toys & Games > Toys > Educational Toys > Educational Flash Cards | none | 1466951 | none | |
| 7583 | Hungry Brain Small Alphabets Flash Cards | 1477392 | Toys & Games > Toys > Educational Toys > Educational Flash Cards | none | 1466951 | none | |
| 7597 | Hungry Brain Numbers Flash Card | 1477392 | Toys & Games > Toys > Educational Toys > Educational Flash Cards | none | 1466951 | none | |
| 7635 | Hungry Brain Know India Flash Card | 1477392 | Toys & Games > Toys > Educational Toys > Educational Flash Cards | none | 1466951 | none | |
| 7636 | Hungry Brain Still Nature Flash Cards | 1477392 | Toys & Games > Toys > Educational Toys > Educational Flash Cards | none | 1466951 | none | |
| 7682 | Hungry Brain Wild Animals Flash Cards | 1477392 | Toys & Games > Toys > Educational Toys > Educational Flash Cards | none | 1466951 | none | |
| 7570 | Hungry Brain 3 Pack of Flash Card Group (3) | 1079133 | Baby & Toddler > Baby Toys & Activity Equipment > Alphabet Toys > Alphabet Cards | none | 1068692 | none | |
| 7566 | Hungry Brain Domestic Animals Flash Cards | 10441 | Baby & Toddler > Baby Toys & Activity Equipment > Baby Activity Toys | none | 0 | none | |
| 7567 | Hungry brain Community Helpers Flash Cards | 10441 | Baby & Toddler > Baby Toys & Activity Equipment > Baby Activity Toys | none | 0 | none | |
| 7568 | Hungry Brain Colours & Shapes Flash Card | 10441 | Baby & Toddler > Baby Toys & Activity Equipment > Baby Activity Toys | none | 0 | none | |
| 7469 | World Countries Flags Flash cards | 10441 | Baby & Toddler > Baby Toys & Activity Equipment > Baby Activity Toys | none | 0 | none | |
| 7524 | Hungry Brain Home Equipments Flash Card | 10441 | Baby & Toddler > Baby Toys & Activity Equipment > Baby Activity Toys | none | 0 | none | |
| 7532 | Hungry Brain Fruits Flash Card | 10441 | Baby & Toddler > Baby Toys & Activity Equipment > Baby Activity Toys | none | 0 | none | |
| 7543 | Krazy African Countries Flash Cards | 10441 | Baby & Toddler > Baby Toys & Activity Equipment > Baby Activity Toys | none | 0 | none | |
| 7545 | Fun with Dots and Numbers | 10441 | Baby & Toddler > Baby Toys & Activity Equipment > Baby Activity Toys | none | 0 | none | |
| 7546 | Hungry Brain Flowers Flash Cards | 10441 | Baby & Toddler > Baby Toys & Activity Equipment > Baby Activity Toys | none | 0 | none | |
| 7648 | Hungry brain Things In My Home Flash Cards | 10441 | Baby & Toddler > Baby Toys & Activity Equipment > Baby Activity Toys | none | 0 | none | |
| 7582 | Hungry Brain Animals & Their Babies Flash Cards | 10441 | Baby & Toddler > Baby Toys & Activity Equipment > Baby Activity Toys | none | 0 | none |