Tag Coefficient Debug: CKT

Fold 0 - Understanding why coefficient -12587 was selected

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Summary

Tag: CKT

Selected Coefficient: -12587

Taxonomy Path: -26.1.2

Taxonomy Name:

Products with this tag: 8

Unique residual values tried: 6

Candidate Coefficients Tried

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?
-125874.000320-26.1.2-2.1.26 (-(2*79^2 + 79 + 26))Yes
93676364.00032253.77.78.1818.78.77.53 (18*79^3 + 78*79^2 + 77*79 + 53)No
877608374.00032253.77.78.19.22.19.78.77.53 (2*79^4 + 19*79^3 + 78*79^2 + 77*79 + 53)No
05.00016000 (0)No
1656735865.0003200.0.2.20.44.20.2.0.0 (4*79^4 + 20*79^3 + 2*79^2)No
-125827.000000-21.1.2-2.1.21 (-(2*79^2 + 79 + 21))No

Products with this Tag

These are the training products that have the "CKT" tag (processing sequence 2995). 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
17919Precision Ceramic Bearings165673586GTR PARTS165686173Vehicles & Parts > Vehicle Parts & Accessories > Motor Vehicle Parts > Motor Vehicle Wheel Systems > Motor Vehicle Wheel PartsBEARINGS COLLECTION, GT PARTS
17702Ultimate Refresh Kit87760837KTAT, GTR PARTS87773424FOR YOUR BOARD, BEARINGS COLLECTION, GT PARTS
17972All Terrain Belt9367636KTAT, GTR PARTS9380223GT PARTS
17974Inner Tube (7inch / 175mm)0KTAT12587Vehicles & Parts > Vehicle Parts & Accessories > Electric Vehicle (EV) Parts & Accessoriesnone
17960Belt Covers0KTAT12587Vehicles & Parts > Vehicle Parts & Accessories > Electric Vehicle (EV) Parts & AccessoriesKTST
17749Performance Pack-12582GTR PARTS5BundlesBEARINGS COLLECTION, GT PARTS
17748Refresh Kit-12587KTAT, GTR PARTS0BEARINGS COLLECTION, GT PARTS
17954All Terrain Hub-12587KTAT, GTR PARTS0none