Fold 1 - Understanding why coefficient 78387694 was selected
Tag: MEDIUM
Selected Coefficient: 78387694
Taxonomy Path: 2.2.1.6.3
Taxonomy Name: Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Chew Toys
Products with this tag: 25
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| 78387694 | 4.000009 | 2.2.1.6.3 | 3.6.1.2.2 (3*71^4 + 6*71^3 + 5041 + 2*71 + 2) | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Chew Toys | Yes |
| 52976013 | 4.000009 | 2.2.1.6.2 | 2.6.1.2.2 (2*71^4 + 6*71^3 + 5041 + 2*71 + 2) | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Bells & Beads | No |
| 103799375 | 4.000009 | 2.2.1.6.4 | 4.6.1.2.2 (4*71^4 + 6*71^3 + 5041 + 2*71 + 2) | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Foraging Toys | No |
| 1078918 | 4.000050 | 2.2.1.3 | 3.1.2.2 (3*71^3 + 5041 + 2*71 + 2) | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Food | No |
| 0 | 21.000006 | 0 | 0 (0) | No | |
| 51897095 | 21.000006 | 0.0.0.3.2 | 2.3.0.0.0 (2*71^4 + 3*71^3) | No | |
| 77308776 | 21.000006 | 0.0.0.3.3 | 3.3.0.0.0 (3*71^4 + 3*71^3) | No |
These are the training products that have the "MEDIUM" tag (processing sequence 982). 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 |
|---|---|---|---|---|---|---|---|
| 3856 | Vine Cone | 103799375 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Foraging Toys | none | 25411681 | SHOP: NEW PRODUCTS | |
| 3876 | Vine Twist Log | 103799375 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Foraging Toys | none | 25411681 | SHOP: BULK TOY PARTS, SHOP: NEW PRODUCTS, SMALL | |
| 3841 | Tropicana | 103799375 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Foraging Toys | none | 25411681 | SHOP: HANGING TOYS | |
| 3836 | Sunflower Pot | 78387694 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Chew Toys | none | 0 | SHOP: HANGING TOYS, SMALL | |
| 3808 | Sola Atta Ball | 78387694 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Chew Toys | none | 0 | none | |
| 3809 | Sola Log | 78387694 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Chew Toys | none | 0 | SHOP: BULK TOY PARTS, SHOP: NEW PRODUCTS | |
| 3810 | Sola Rope Ball | 78387694 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Chew Toys | none | 0 | SHOP: BULK TOY PARTS, SHOP: NEW PRODUCTS | |
| 3855 | Vine Balls | 78387694 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Chew Toys | none | 0 | none | |
| 3862 | Vine Ring | 78387694 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Chew Toys | none | 0 | none | |
| 3873 | Vine Sticks | 78387694 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Chew Toys | none | 0 | SHOP: BULK TOY PARTS, SMALL | |
| 3885 | Wood Handle | 78387694 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Chew Toys | none | 0 | SHOP: WOOD, SMALL | |
| 3822 | Square Woven Foot Toy | 77308776 | LARGE | -1078918 | SMALL | ||
| 3882 | Wood Barrel Beads | 52976013 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Bells & Beads | none | -25411681 | SHOP: BULK TOY PARTS, SHOP: WOOD | |
| 3835 | Star Treats | 52976013 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Bells & Beads | none | -25411681 | SMALL | |
| 3884 | Wood Circle | 52976013 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Bells & Beads | none | -25411681 | SHOP: BULK TOY PARTS, SHOP: NEW PRODUCTS, SHOP: WOOD | |
| 3888 | Wood Spools | 52976013 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Bells & Beads | none | -25411681 | SHOP: WOOD | |
| 3894 | Wood Toss Rings | 52976013 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Bells & Beads | none | -25411681 | SHOP: BULK TOY PARTS, SHOP: WOOD, SMALL | |
| 3886 | Wood Hearts | 52976013 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Bells & Beads | none | -25411681 | SHOP: WOOD | |
| 3887 | Wood Oval Beads | 52976013 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Toys > Bells & Beads | none | -25411681 | SHOP: WOOD | |
| 3883 | Wood Block Bead Medium | 51897095 | LARGE | -26490599 | SHOP: BULK TOY PARTS, SHOP: WOOD | ||
| 3912 | ZuPreem - NutBlend Flavor | 1078918 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Food | none | -77308776 | SHOP: NEW PRODUCTS, SHOP: PARROT FOOD, SHOP: ZUPREEM, SMALL | |
| 3913 | ZuPreem - VeggieBlend Flavor | 1078918 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Food | none | -77308776 | SHOP: NEW PRODUCTS, SHOP: PARROT FOOD, SHOP: ZUPREEM, SMALL | |
| 3854 | Vetafarm Parrot B Calm | 1078918 | Animals & Pet Supplies > Pet Supplies > Bird Supplies > Bird Food | none | -77308776 | SHOP: NEW PRODUCTS, SHOP: PARROT FOOD | |
| 3907 | ZuPreem - FruitBlend - Parrots & Conures | 0 | LARGE | -78387694 | SHOP: PARROT FOOD, SHOP: ZUPREEM | ||
| 3910 | ZuPreem - Natural - Parrots & Conures | 0 | LARGE | -78387694 | SHOP: PARROT FOOD, SHOP: ZUPREEM |