Fold 4 - Understanding why coefficient -1472269 was selected
Tag: CHOCOEVE
Selected Coefficient: -1472269
Taxonomy Path: -13.4.8.4
Taxonomy Name:
Products with this tag: 9
Unique residual values tried: 8
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? |
|---|---|---|---|---|---|
| -1472269 | 7.000000 | -13.4.8.4 | -4.8.4.13 (-(4*71^3 + 8*71^2 + 4*71 + 13)) | Yes | |
| -756225 | 7.014085 | -4.1.8.2 | -2.8.1.4 (-(2*71^3 + 8*71^2 + 71 + 4)) | No | |
| -741173 | 7.014085 | -4.2.5.2 | -2.5.2.4 (-(2*71^3 + 5*71^2 + 2*71 + 4)) | No | |
| 362876 | 8.000000 | 66.69.0.1 | 1.0.69.66 (357911 + 69*71 + 66) | No | |
| -2203365 | 8.000000 | -22.6.11.6 | -6.11.6.22 (-(6*71^3 + 11*71^2 + 6*71 + 22)) | No | |
| 685300 | 8.000000 | 8.67.64.1 | 1.64.67.8 (357911 + 64*71^2 + 67*71 + 8) | No | |
| -2152809 | 8.000000 | -18.4.1.6 | -6.1.4.18 (-(6*71^3 + 5041 + 4*71 + 18)) | No | |
| -711208 | 8.000000 | -1.6.70.1 | -1.70.6.1 (-(357911 + 70*71^2 + 6*71 + 1)) | No |
These are the training products that have the "CHOCOEVE" tag (processing sequence 2535). 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 |
|---|---|---|---|---|---|---|---|
| 2776 | Dark Chocolate Bars with Cocoa Nibs | 685300 | DELICATE | 2157569 | none | ||
| 2767 | ChocoEve Matcha 4 Piece Gift Box | 362876 | GIFT | 1835145 | none | ||
| 2777 | Pili Nut Clusters | -711208 | DELICATE, DARK CHOCOLATE | 761061 | none | ||
| 2771 | ChocoEve Organic Hot Chocolate - Green Tea Flavored | -741173 | ORGANIC | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | |
| 2768 | ChocoEve Matcha Green Tea Chocolate Disks | -756225 | ORGANIC | 716044 | none | ||
| 2772 | ChocoEve Hot Chocolate - Milk Chocolate | -1472269 | ORGANIC, MILK CHOCOLATE | 0 | none | ||
| 2773 | ChocoEve Organic Hot Chocolate - Dark | -1472269 | ORGANIC, DARK CHOCOLATE | 0 | none | ||
| 2763 | ChocoEve 8 Piece Gift Box | -2152809 | MILK CHOCOLATE, GIFT BOX, DARK CHOCOLATE | -680540 | none | ||
| 2770 | ChocoEve Organic Hot Chocolate | -2203365 | ORGANIC, MILK CHOCOLATE, DARK CHOCOLATE | -731096 | none |