Fold 4 - Understanding why coefficient -4002509 was selected
Tag: BELOW $50
Selected Coefficient: -4002509
Taxonomy Path: -0.0.0.7
Taxonomy Name:
Products with this tag: 8
Unique residual values tried: 6
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? |
|---|---|---|---|---|---|
| -4002509 | 4.000005 | -0.0.0.7 | -7.0.0.0 (-(7*83^3)) | Yes | |
| -571787 | 4.000005 | -0.0.0.1 | -1.0.0.0 (-(571787)) | No | |
| 0 | 4.000005 | 0 | 0 (0) | No | |
| 188117923 | 4.000005 | 0.0.0.80.3 | 3.80.0.0.0 (3*83^4 + 80*83^3) | No | |
| 4581277 | 5.000000 | 9.1.1.8 | 8.1.1.9 (8*83^3 + 6889 + 83 + 9) | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Sake | No |
| -4581277 | 7.000000 | -9.1.1.8 | -8.1.1.9 (-(8*83^3 + 6889 + 83 + 9)) | No |
These are the training products that have the "BELOW $50" tag (processing sequence 3793). 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 |
|---|---|---|---|---|---|---|---|
| 20781 | Yoikigen Yuzu Mint liqueur 500ml | 188117923 | PREFERRED SERVING TEMPERATURE_COLD | 192120432 | BOTTLE SIZE_500ML, PLUMWINE | ||
| 20726 | Sawa Sparkling Sake 250ml | 4581277 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Sake | none | 8583786 | none | |
| 20745 | Koshigoi Ichigo-shu (Strawberry-shu) 500ml | 4581277 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Sake | none | 8583786 | BOTTLE SIZE_500ML | |
| 20815 | Senkin Modern Kame no O Junmai Daiginjo 720ml | 4581277 | Food, Beverages & Tobacco > Beverages > Alcoholic Beverages > Sake | none | 8583786 | none | |
| 20793 | Tentaka Junmai Daiginjo Kokoro 300ml | 0 | BOTTLE SIZE_300ML, SIZE:300ML, PREFERRED SERVING TEMPERATURE_COLD | 4002509 | none | ||
| 20762 | Kojika Umeshu (Plum Wine) 720ml | -571787 | PREFERRED SERVING TEMPERATURE_COLD | 3430722 | PLUMWINE | ||
| 20819 | Yamaguchi Strawberry Beer 330ml | -4002509 | PREFERRED SERVING TEMPERATURE_COLD | 0 | none | ||
| 20817 | Gozenshu Junmai Nama Genshu Bodaimoto Nigori 720ml - Perth pickup only or Express Post | -4581277 | TYPE_JUNMAI, PREFERRED SERVING TEMPERATURE_COLD | -578768 | none |