modelskill/_pkgdown.yml at main · AlexandreWadoux/modelskill · GitHub

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url: https://alexandrewadoux.github.io/modelskill/
template:
  bootstrap: 5
  math-rendering: katex
  light-switch: true
  bslib:
    primary: "#1B6CA8"
    link-color: "#1B6CA8"

home:
  links:
    - text: CRAN package
      href: https://CRAN.R-project.org/package=modelskill
  sidebar:
    structure: [links, license, citation, authors, dev]

navbar:
  structure:
    left: [reference, articles, news]
    right: [search, github]
  components:
    articles:
      text: Articles
      menu:
        - text: "Prediction performance metrics"
          href: articles/performance-metrics.html
        - text: "Predictive-uncertainty evaluation"
          href: articles/predictive-uncertainty.html
        - text: "Summary diagrams"
          href: articles/summary-diagrams.html
    github:
      icon: fa-github
      href: https://github.com/AlexandreWadoux/modelskill
      aria-label: GitHub repository

articles:
  - title: "Model evaluation guides"
    navbar: "Articles"
    contents:
      - performance-metrics
      - predictive-uncertainty
      - summary-diagrams

reference:
  - title: Point-prediction evaluation
    desc: Continuous-prediction error, association, agreement, and efficiency metrics.
    contents:
      - model_metrics
      - bias
      - mae
      - mse
      - rmse
      - mdae
      - nrmse
      - crmse
      - rrmse
      - rae
      - correlation
      - r2
      - R2
      - nse
      - mec
      - sd_ratio
      - ccc
      - willmott_d
      - rpd
      - rpiq
      - rer
      - sep
      - mape
      - mpe
      - smape
      - msle
      - rmsle
      - pinball_loss
      - kge
  - title: Predictive-uncertainty evaluation
    desc: Interval, quantile, and full-distribution calibration and scoring diagnostics.
    contents:
      - uncertainty_metrics
      - picp
      - coverage
      - coverage_error
      - interval_width
      - interval_score
      - qcp
      - pit
      - crps
      - median_crps
      - crps_decomposition
      - log_score
      - gg_coverage
      - gg_qcp
      - gg_pit
      - accuracy_plot_metrics
  - title: Summary diagrams
    desc: Integrated graphical diagnostics for prediction and map quality.
    contents:
      - diagram_stats
      - gg_taylor
      - gg_solar
      - gg_target

authors:
  Alexandre M.J.-C. Wadoux:
    href: https://github.com/AlexandreWadoux