Fold 1 - Understanding why coefficient -9058750 was selected
Tag: PEACH
Selected Coefficient: -9058750
Taxonomy Path: -2.1.22.25
Taxonomy Name:
Products with this tag: 5
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? |
|---|---|---|---|---|---|
| -9058750 | 4.000000 | -2.1.22.25 | -25.22.1.2 (-(25*71^3 + 22*71^2 + 71 + 2)) | Yes | |
| 917689 | 4.000000 | 14.3.40.2 | 2.40.3.14 (2*71^3 + 40*71^2 + 3*71 + 14) | Home & Garden > Decor > Home Fragrances > Candles | No |
| 1154241 | 4.000000 | 65.68.15.3 | 3.15.68.65 (3*71^3 + 15*71^2 + 68*71 + 65) | No | |
| 1875395 | 4.000000 | 1.2.17.5 | 5.17.2.1 (5*71^3 + 17*71^2 + 2*71 + 1) | Apparel & Accessories > Clothing Accessories > Hats > Bucket Hats | No |
| 6462713 | 4.000000 | 9.2.4.18 | 18.4.2.9 (18*71^3 + 4*71^2 + 2*71 + 9) | Food, Beverages & Tobacco > Food Items > Condiments & Sauces > Salad Dressing | No |
These are the training products that have the "PEACH" tag (processing sequence 185). 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 |
|---|---|---|---|---|---|---|---|
| 6378 | A&A PUMPKIN BALSAMIC | 6462713 | Food, Beverages & Tobacco > Food Items > Condiments & Sauces > Salad Dressing | none | 15521463 | 100% NATURAL | |
| 8908 | Red Bull Racing F1 New Era Seasonal Bucket Hat | 1875395 | Apparel & Accessories > Clothing Accessories > Hats > Bucket Hats | none | 10934145 | WOMEN, ACCESSORIES | |
| 6680 | Mercedes AMG Petronas F1 2023 Kids Lewis Hamilton Baseball Hat - Youth | 1154241 | BLACK, BLUE, WHITE, GREY, YELLOW, LEWIS HAMILTON, KIDS | 10212991 | WOMEN, ACCESSORIES | ||
| 7192 | GEORGIA PEACH | 917689 | Home & Garden > Decor > Home Fragrances > Candles | none | 9976439 | CANDLES, CLEAN | |
| 6718 | Mercedes AMG Petronas F1 2023 Lewis Hamilton Baseball Hat | -9058750 | BLACK, BLUE, WHITE, GREY, LEWIS HAMILTON | 0 | WOMEN, ACCESSORIES, ADULT |