Fold 0 - Understanding why coefficient 4023344 was selected
Tag: PLAY
Selected Coefficient: 4023344
Taxonomy Path: 2.2.3.7
Taxonomy Name:
Products with this tag: 20
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? |
|---|---|---|---|---|---|
| 4023344 | 9.000000 | 2.2.3.7 | 7.3.2.2 (7*83^3 + 3*83^2 + 2*83 + 2) | Yes | |
| 0 | 13.000000 | 0 | 0 (0) | No | |
| -94916642 | 13.000000 | -0.0.0.0.2 | -2.0.0.0.0 (-(2*83^4)) | No | |
| 27640 | 18.000145 | 1.1.4 | 4.1.1 (4*83^2 + 83 + 1) | No | |
| 142953723 | 18.000145 | 1.1.1.1.3 | 3.1.1.1.1 (3*83^4 + 571787 + 6889 + 83 + 1) | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Shorts | No |
These are the training products that have the "PLAY" tag (processing sequence 3713). 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 |
|---|---|---|---|---|---|---|---|
| 7615 | Core Pocket 5 inch Bike Short - White | 142953723 | Apparel & Accessories > Clothing > Activewear > Activewear Pants > Shorts | none | 138930379 | LENGTH-BIKE SHORTS, COURTSPORTS | |
| 17668 | Ramen Bowl Dog Toy | 4023344 | none | 0 | none | ||
| 17662 | Boba Milk Tea Dog Toy | 4023344 | none | 0 | none | ||
| 17664 | Trick-or-Treat Basket Dog Toy | 4023344 | none | 0 | none | ||
| 17666 | Pumpkin Spice Donut Dog Toy | 4023344 | none | 0 | none | ||
| 17671 | Tucker the Turkey Dog Toy | 4023344 | none | 0 | none | ||
| 22145 | Avocado Toast Dog Toy - Mini | 4023344 | none | 0 | none | ||
| 22154 | Crocodile Dog Toy | 4023344 | none | 0 | none | ||
| 22155 | Earth Friendly Llama Dog Toy | 4023344 | none | 0 | none | ||
| 22167 | Pucker Up Dog Toy | 4023344 | none | 0 | none | ||
| 17575 | Sushi Dog Toy | 4023344 | none | 0 | none | ||
| 17661 | Avocado Guy Dog Toy | 4023344 | none | 0 | none | ||
| 7718 | Sports Dress - Black | 27640 | none | -3995704 | COURTSPORTS, COLOUR-BLACK | ||
| 7620 | Sleek Performance Crop - White | 0 | STYLE-CROPS | -4023344 | COURTSPORTS | ||
| 30963 | molly mouse | 0 | SOFTIE | -4023344 | none | ||
| 31064 | morton koala | 0 | SOFT TOY | -4023344 | none | ||
| 22150 | Christmas Eve Cookies Dog Toy | 0 | DOG TOY | -4023344 | none | ||
| 17665 | Holiday Eggnog Dog Toy | 0 | DOG TOY | -4023344 | none | ||
| 29812 | maisie racoon | 0 | CHILDRENS | -4023344 | none | ||
| 7695 | Core Pocket 5 inch Bike Short - Black | -94916642 | SQUATPROOF | -98939986 | LENGTH-BIKE SHORTS, COURTSPORTS, COLOUR-BLACK |