Fold 2 - Understanding why coefficient -1053498 was selected
Tag: PEACH
Selected Coefficient: -1053498
Taxonomy Path: -0.70.66.2
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? |
|---|---|---|---|---|---|
| -1053498 | 3.014085 | -0.70.66.2 | -2.66.70.0 (-(2*71^3 + 66*71^2 + 70*71)) | Yes | |
| 0 | 3.014085 | 0 | 0 (0) | No | |
| -5368243 | 4.000000 | -4.65.70.14 | -14.70.65.4 (-(14*71^3 + 70*71^2 + 65*71 + 4)) | No | |
| 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 |
| 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 |
These are the training products that have the "PEACH" tag (processing sequence 221). 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 |
|---|---|---|---|---|---|---|---|
| 8908 | Red Bull Racing F1 New Era Seasonal Bucket Hat | 1875395 | Apparel & Accessories > Clothing Accessories > Hats > Bucket Hats | none | 2928893 | Apparel & Accessories > Clothing > Clothing Tops > T-Shirts | WOMEN |
| 7192 | GEORGIA PEACH | 917689 | Home & Garden > Decor > Home Fragrances > Candles | none | 1971187 | CANDLES, CLEAN | |
| 74 | Peach Sequins Crop Top | 0 | CROP TOP | 1053498 | none | ||
| 6718 | Mercedes AMG Petronas F1 2023 Lewis Hamilton Baseball Hat | -1053498 | BLACK, BLUE, WHITE, PURPLE, GREY, LEWIS HAMILTON | 0 | WOMEN, ADULT | ||
| 6680 | Mercedes AMG Petronas F1 2023 Kids Lewis Hamilton Baseball Hat - Youth | -5368243 | BLACK, BLUE, WHITE, PINK, GREEN, PURPLE, GREY, LEWIS HAMILTON, YELLOW, KIDS | -4314745 | WOMEN |