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Confusion matrix generation v1.0.0
Use this resource to compute a confusion matrix and analyze errors per class
New
- 551 downloads
- 131 likes
- 123 saves
Free
Install with the CLI
In a terminal, from the folder you want:
npx --yes palatekit@latest install confusion-matrix-analysisWith no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.
First time: connect the CLI with
npx --yes palatekit@latest loginThe agent compares predictions with actual values, produces the matrix and comments on the confusions between classes. You get a table and an error reading to share.
Mostly picked by
Updated November 2, 2026
Previews
Details
- Install guides
- Generates with
- Your agent's model
- Licence
- MIT
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What you get
- SKILL.md: computation and interpretation steps
- SKILL.md: matrix examples and expected output
Good fit for
- Your model has good overall accuracy but misses one class
- You must explain a classifier's errors to a team
Not for
Tags
- confusion matrix
- classification
- evaluation
- errors
About
You say
“Compute the confusion matrix of my support ticket classifier and tell me which categories get mixed up.”
Skill published by Jeremy Longshore <jeremy@intentsolutions.io> under the MIT license, delivered in its original version.
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How to use it
- Install the skill in your agent's skills folder
- Ask your agent to compute a confusion matrix and analyze errors per class
- Review and adjust the result
Content preview
Files
- LICENSE1.1 KB
- NOTICE-PALATEKIT.md0.6 KB
- SKILL.md2.4 KB
Origin and licence
Listed unmodified
- Author
- Jeremy Longshore <jeremy@intentsolutions.io>
- Source
- github.com/jeremylongshore/tons-of-skills-marketplace/tree/ab85a061f7bcc039dac13ee193de7a4cd4388571/skills/07-ml-training/confusion-matrix-generator
- Licence
- MIT
Notice
« confusion-matrix-generator » (Jeremy Longshore <jeremy@intentsolutions.io>, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.
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