Fold 4 - Understanding why coefficient 10409454 was selected
Tag: GRANOLA 8OZ BAG
Selected Coefficient: 10409454
Taxonomy Path: 9.2.17.18
Taxonomy Name: Food, Beverages & Tobacco > Food Items > Snack Foods > Trail & Snack Mixes
Products with this tag: 10
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? |
|---|---|---|---|---|---|
| 10409454 | 0.000435 | 9.2.17.18 | 18.17.2.9 (18*83^3 + 17*83^2 + 2*83 + 9) | Food, Beverages & Tobacco > Food Items > Snack Foods > Trail & Snack Mixes | Yes |
| 2363102 | 0.001016 | 9.2.11.4 | 4.11.2.9 (4*83^3 + 11*83^2 + 2*83 + 9) | Food, Beverages & Tobacco > Food Items > Grains, Rice & Cereal > Cereal & Granola | No |
These are the training products that have the "GRANOLA 8OZ BAG" tag (processing sequence 3199). 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 |
|---|---|---|---|---|---|---|---|
| 18439 | Grain free Granola - Dark Chocolate Sea Salt, 8oz | 10409454 | Food, Beverages & Tobacco > Food Items > Snack Foods > Trail & Snack Mixes | none | 0 | none | |
| 18542 | Grain-free Granola: Pumpkin Spice Latte, 8oz | 10409454 | Food, Beverages & Tobacco > Food Items > Snack Foods > Trail & Snack Mixes | none | 0 | none | |
| 18543 | Grain-free Granola: Dark Chocolate Peppermint Bark, 8oz | 10409454 | Food, Beverages & Tobacco > Food Items > Snack Foods > Trail & Snack Mixes | none | 0 | none | |
| 18544 | Grain-free Granola: Dark Chocolate Strawberry, 8oz | 10409454 | Food, Beverages & Tobacco > Food Items > Snack Foods > Trail & Snack Mixes | none | 0 | none | |
| 18491 | Grain free Granola: Apple Cinnamon, 8oz | 10409454 | Food, Beverages & Tobacco > Food Items > Snack Foods > Trail & Snack Mixes | none | 0 | none | |
| 18537 | Grain free Granola: Peach Pecan, 8oz | 10409454 | Food, Beverages & Tobacco > Food Items > Snack Foods > Trail & Snack Mixes | none | 0 | none | |
| 18539 | Grain-free Granola: Wild Blueberry, 8oz | 10409454 | Food, Beverages & Tobacco > Food Items > Snack Foods > Trail & Snack Mixes | none | 0 | none | |
| 18489 | Grain-free Granola: Vanilla Bean Espresso, 8oz | 2363102 | Food, Beverages & Tobacco > Food Items > Grains, Rice & Cereal > Cereal & Granola | none | -8046352 | none | |
| 18490 | Grain-free Granola: Banana Nut, 8oz | 2363102 | Food, Beverages & Tobacco > Food Items > Grains, Rice & Cereal > Cereal & Granola | none | -8046352 | none | |
| 18538 | Grain-free Granola: Gingerbread, 8oz | 2363102 | Food, Beverages & Tobacco > Food Items > Grains, Rice & Cereal > Cereal & Granola | none | -8046352 | none |