Fold 1 - Understanding why coefficient -1447140 was selected
Tag: CHOCOEVE
Selected Coefficient: -1447140
Taxonomy Path: -18.5.3.4
Taxonomy Name:
Products with this tag: 7
Unique residual values tried: 7
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? |
|---|---|---|---|---|---|
| -1447140 | 6.000000 | -18.5.3.4 | -4.3.5.18 (-(4*71^3 + 3*71^2 + 5*71 + 18)) | Yes | |
| -1396584 | 6.000000 | -14.3.64.3 | -3.64.3.14 (-(3*71^3 + 64*71^2 + 3*71 + 14)) | No | |
| -741173 | 6.000000 | -4.2.5.2 | -2.5.2.4 (-(2*71^3 + 5*71^2 + 2*71 + 4)) | No | |
| -716044 | 6.000000 | -9.3.0.2 | -2.0.3.9 (-(2*71^3 + 3*71 + 9)) | No | |
| 0 | 6.000000 | 0 | 0 (0) | No | |
| 685300 | 6.000000 | 8.67.64.1 | 1.64.67.8 (357911 + 64*71^2 + 67*71 + 8) | No | |
| 731096 | 6.000000 | 9.2.3.2 | 2.3.2.9 (2*71^3 + 3*71^2 + 2*71 + 9) | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | No |
These are the training products that have the "CHOCOEVE" tag (processing sequence 1474). 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 |
|---|---|---|---|---|---|---|---|
| 2767 | ChocoEve Matcha 4 Piece Gift Box | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | 2178236 | none | |
| 2776 | Dark Chocolate Bars with Cocoa Nibs | 685300 | DELICATE | 2132440 | none | ||
| 2768 | ChocoEve Matcha Green Tea Chocolate Disks | 0 | ORGANIC, ALL NATURAL | 1447140 | none | ||
| 2773 | ChocoEve Organic Hot Chocolate - Dark | -716044 | ORGANIC, ALL NATURAL, DARK CHOCOLATE | 731096 | Food, Beverages & Tobacco > Food Items > Candy & Chocolate > Chocolate | none | |
| 2771 | ChocoEve Organic Hot Chocolate - Green Tea Flavored | -741173 | ORGANIC | 705967 | none | ||
| 2763 | ChocoEve 8 Piece Gift Box | -1396584 | MILK CHOCOLATE, GIFT BOX, ALL NATURAL, DARK CHOCOLATE | 50556 | none | ||
| 2770 | ChocoEve Organic Hot Chocolate | -1447140 | ORGANIC, MILK CHOCOLATE, ALL NATURAL, DARK CHOCOLATE | 0 | none |