Fold 1 - Understanding why coefficient 653 was selected
Tag: REFRIGERATION
Selected Coefficient: 653
Taxonomy Path: 14.9
Taxonomy Name: Home & Garden > Household Appliances
Products with this tag: 10
Unique residual values tried: 3
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? |
|---|---|---|---|---|---|
| 653 | 1.000793 | 14.9 | 9.14 (9*71 + 14) | Home & Garden > Household Appliances | Yes |
| 5694 | 1.000992 | 14.9.1 | 1.9.14 (5041 + 9*71 + 14) | Home & Garden > Household Appliances > Climate Control Appliances | No |
| -2923199 | 9.000000 | -58.62.11.8 | -8.11.62.58 (-(8*71^3 + 11*71^2 + 62*71 + 58)) | No |
These are the training products that have the "REFRIGERATION" tag (processing sequence 1954). 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 |
|---|---|---|---|---|---|---|---|
| 10021 | Cosmo COS-FDR225RHSS 22.5 cu. ft. Stainless Steel 4-Door French Door Refrigerator | 5694 | Home & Garden > Household Appliances > Climate Control Appliances | none | 5041 | none | |
| 9981 | iio Kitchen VR1 23" Jet Black Vintage 10 cu. ft. Single Door Refrigerator with Freezerette | 5694 | Home & Garden > Household Appliances > Climate Control Appliances | none | 5041 | none | |
| 9986 | iio Kitchen VR1 23" White Vintage 10 cu. ft. Single Door Refrigerator with Freezerette | 5694 | Home & Garden > Household Appliances > Climate Control Appliances | none | 5041 | none | |
| 9988 | iio Kitchen VR1 23" Ruby Red Vintage 10 cu. ft. Single Door Refrigerator with Freezerette | 5694 | Home & Garden > Household Appliances > Climate Control Appliances | none | 5041 | none | |
| 6161 | iio Kitchen RM1 23" Cream 11 cu. ft. Retro-Mod Frost Free Refrigerator with Freezer | 653 | Home & Garden > Household Appliances | none | 0 | none | |
| 9989 | iio Kitchen VR1 23" Sky Blue Vintage 10 cu. ft. Single Door Refrigerator with Freezerette | 653 | Home & Garden > Household Appliances | none | 0 | none | |
| 9987 | iio Kitchen VR1 23" Butter Cream Vintage 10 cu. ft. Single Door Refrigerator | 653 | Home & Garden > Household Appliances | none | 0 | none | |
| 9905 | Summit FFBF287SSIM 28" Stainless Steel Freezer Refrigerator With Icemaker | 653 | Home & Garden > Household Appliances | none | 0 | none | |
| 9911 | Summit FDRD152PL 27" Stainless Steel French Door Refrigerator-Freezer | 653 | Home & Garden > Household Appliances | none | 0 | none | |
| 6162 | iio Kitchen RM1 23" Black 11 cu. ft. Retro-Mod Frost Free Refrigerator with Freezer | -2923199 | BLACK | -2923852 | none |