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  1. Probabilistic forecasts for today's matches at | using our hybrid random forest.

    In Group E:
    Mean goals: 1.6-1.0

    53.3%
    Draw 24.6%
    22.1%

    Heatmap with probabilistic forecasts for the possible outcomes of the match:

  2. Probabilistic forecasts for today's matches at | using our hybrid random forest.

    In Group A:
    Mean goals: 1.3-1.2

    38.2%
    Draw 26.8%
    35.0%

    Heatmap with probabilistic forecasts for the possible outcomes of the match:

  3. Probabilistic forecasts for today's matches at | using our hybrid random forest.

    In Group F:
    Mean goals: 1.1-1.4

    29.5%
    Draw 26.5%
    44.0%

    Heatmap with probabilistic forecasts for the possible outcomes of the match:

  4. Probabilistic forecasts for today's matches at | using our hybrid random forest.

    In Group H:
    Mean goals: 0.6-1.7

    12.4%
    Draw 22.6%
    65.0%

    Heatmap with probabilistic forecasts for the possible outcomes of the match:

  5. Probabilistic forecasts for today's matches at | using our hybrid random forest.

    In Group G:
    Mean goals: 1.5-0.9

    50.4%
    Draw 26.1%
    23.5%

    Heatmap with probabilistic forecasts for the possible outcomes of the match:

  6. Probabilistic forecasts for today's matches at | using our hybrid random forest.

    In Group G:
    Mean goals: 1.1-1.3

    30.9%
    Draw 27.3%
    41.9%

    Heatmap with probabilistic forecasts for the possible outcomes of the match:

  7. Probabilistic forecasts for today's matches at | using our hybrid random forest.

    In Group D:
    Mean goals: 1.2-1.3

    33.0%
    Draw 27.0%
    40.0%

    Heatmap with probabilistic forecasts for the possible outcomes of the match:

  8. Probabilistic forecasts for today's matches at | using our hybrid random forest.

    In Group D:
    Mean goals: 1.3-1.1

    40.8%
    Draw 27.8%
    31.3%

    Heatmap with probabilistic forecasts for the possible outcomes of the match.

  9. Probabilistic forecasts for today's matches at | using our hybrid random forest.

    In Group A:
    Mean goals: 2.4-0.6

    77.7%
    Draw 15.1%
    7.2%

    Heatmap with probabilistic forecasts for the possible outcomes of the match:

  10. Probabilistic forecasts for today's matches at | using our hybrid random forest.

    In Group H:
    Mean goals: 1.8-0.6

    65.5%
    Draw 22.4%
    12.1%

    Heatmap with probabilistic forecasts for the possible outcomes of the match:

  11. Probabilistic forecasts for today's matches at | using our hybrid random forest.

    In Group A:
    Mean goals: 1.9-0.6

    70.4%
    Draw 19.9%
    9.8%

    Heatmap with probabilistic forecasts for the possible outcomes of the match:

  12. Probabilistic forecasts for today's matches at | using our hybrid random forest.

    In Group G:
    Mean goals: 0.9-1.6

    20.4%
    Draw 25.2%
    54.5%

    Heatmap with probabilistic forecasts for the possible outcomes of the match:

  13. 🚨 The pkg for now also has support for barplots (in the R-universe version).

    Grouping and faceting can be done using tinyplot's formula-based syntax.

    Example: Frequencies of penguin species by island, stacked by sex. (Code in alt text).

    grantmcdermott.com/tinyplot/

  14. Probabilistic forecasts for today's matches at | using our hybrid random forest.

    In Group G:
    Mean goals: 1.6-0.8

    57.3%
    Draw 24.6%
    18.0%

    Heatmap with probabilistic forecasts for the possible outcomes of the match:

  15. ⚽ Probabilistic forecasts for today's matches at using our machine learning ensemble.

    In Group E:

    🥅 Mean goals: 0.9-1.4

    🇸🇰 23.8%
    Draw 27.1%
    🇺🇦 49.0%

    Heatmap with probabilistic forecasts for the possible outcomes of the match:

  16. ⚽ Probabilistic forecasts for today's matches at using our machine learning ensemble.

    In Group B:
    🥅 Mean goals: 0.8-1.7

    🇮🇹 16.8%
    Draw 23.2%
    🇪🇸 60.0%

    Heatmap with probabilistic forecasts for the possible outcomes of the match:

  17. Can anyone help me setting figure options in :python: when calling it via #knitr in :rstats: using #reticulate? #rstats

    I'm probably overlooking something obvious because I don't know enough about #python

    Details:

    stackoverflow.com/questions/75

  18. Can anyone help me setting figure options in :python: when calling it via #knitr in :rstats: using #reticulate? #rstats

    I'm probably overlooking something obvious because I don't know enough about #python

    Details:

    stackoverflow.com/questions/75

  19. Can anyone help me setting figure options in :python: when calling it via #knitr in :rstats: using #reticulate? #rstats

    I'm probably overlooking something obvious because I don't know enough about #python

    Details:

    stackoverflow.com/questions/75

  20. Can anyone help me setting figure options in :python: when calling it via #knitr in :rstats: using #reticulate? #rstats

    I'm probably overlooking something obvious because I don't know enough about #python

    Details:

    stackoverflow.com/questions/75

  21. ⚽ Probabilistic forecasts for today's matches at #WEURO2025 using our machine learning ensemble.

    In Group B: #BELITA #BEL #ITA
    🥅 Mean goals: 1.0-1.3

    🇧🇪 28.8%
    Draw 28.4%
    🇮🇹 42.8%

    Heatmap with probabilistic forecasts for the possible outcomes of the match:

  22. ⚽ Probabilistic forecasts for today's matches at using our machine learning ensemble.

    In Group B:
    🥅 Mean goals: 1.0-1.3

    🇧🇪 28.8%
    Draw 28.4%
    🇮🇹 42.8%

    Heatmap with probabilistic forecasts for the possible outcomes of the match:

  23. At match level: Proportions of win/draw/loss vs expected goal difference (both from the perspective of the stronger team).

    There is a positive association but not as clear as expected:

    - Some clear favorites lost certain matches (!)

    - In contrast, matches predicted to be close were less balanced.

  24. ⚽ Probabilistic forecasts for today's matches at using our machine learning ensemble.

    In Group C:
    🥅 Mean goals: 1.0-1.1

    🇩🇰 31.1%
    Draw 29.6%
    🇸🇪 39.3%

    Heatmap with probabilistic forecasts for the possible outcomes of the match:

  25. Probabilistic forecasts for today's matches at | using our hybrid random forest.

    In Group C:
    Mean goals: 0.7-2.0

    13.1%
    Draw 20.5%
    66.4%

    Heatmap with probabilistic forecasts for the possible outcomes of the match:

  26. At match level: Proportions of win/draw/loss vs expected goal difference (both from the perspective of the stronger team).

    There is a positive association but not as clear as expected:

    - Some clear favorites lost certain matches (#ARGKSA!)

    - In contrast, matches predicted to be close were less balanced.

  27. At match level: Proportions of win/draw/loss vs expected goal difference (both from the perspective of the stronger team).

    There is a positive association but not as clear as expected:

    - Some clear favorites lost certain matches (#ARGKSA!)

    - In contrast, matches predicted to be close were less balanced.

  28. ⚽ Probabilistic forecasts for today's matches at using our machine learning ensemble.

    In Group A:
    🥅 Mean goals: 1.8-0.9

    🇨🇭 57.1%
    Draw 23.4%
    🇮🇸 19.4%

    Heatmap with probabilistic forecasts for the possible outcomes of the match:

  29. ⚽ Probabilistic forecasts for today's matches at using our machine learning ensemble.

    In Group B:
    🥅 Mean goals: 2.5-0.5

    🇪🇸 80.3%
    Draw 13.7%
    🇧🇪 5.9%

    Heatmap with probabilistic forecasts for the possible outcomes of the match:

  30. ⚽ Probabilistic forecasts for today's matches at using our machine learning ensemble.

    In Group B:
    🥅 Mean goals: 1.0-1.4

    🇵🇹 27.0%
    Draw 26.9%
    🇧🇪 46.1%

    Heatmap with probabilistic forecasts for the possible outcomes of the match: