performance

performance is part of the easystats ecosystem and offers model quality assessment tools for R. It computes metrics like R², RMSE, ICC, and conducts diagnostics such as overdispersion, zero‑inflation, convergence, and singularity checks, complementing model workflows with comprehensive evaluation.

Features

Computes R², RMSE, ICC and other model indices
Diagnostic checks: convergence, zero-inflation, overdispersion
check_model() for automated multi-test visual summary
Works with linear, mixed‑effect, generalized, and Bayesian models
Integration with tidymodels and model objects from common packages
Lightweight and part of easystats with consistent API

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License

GNU General Public License version 3.0 (GPLv3)

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Additional Project Details

Operating Systems

Linux, Mac, Windows

Programming Language

Related Categories

R Software Development Software

Registered

2025-07-30

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performance

Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)

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Features

Project Samples

Project Activity

Categories

License

Follow performance

User Reviews

Additional Project Details

Operating Systems

Programming Language

Related Categories

Registered