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  2. Cython - Wikipedia

    en.wikipedia.org/wiki/Cython

    The default can be overridden (e.g. in source code comment) to Python 3 (or 2) syntax. Since Python 3 syntax has changed in recent versions, Cython may not be up to date with the latest additions. Cython has "native support for most of the C++ language" and "compiles almost all existing Python code". [7] Cython 3.0.0 was released on 17 July ...

  3. Symmetric mean absolute percentage error - Wikipedia

    en.wikipedia.org/wiki/Symmetric_mean_absolute...

    In contrast to the mean absolute percentage error, SMAPE has both a lower and an upper bound. Indeed, the formula above provides a result between 0% and 200%. Indeed, the formula above provides a result between 0% and 200%.

  4. Cohen's kappa - Wikipedia

    en.wikipedia.org/wiki/Cohen's_kappa

    Cohen's kappa measures the agreement between two raters who each classify N items into C mutually exclusive categories. The definition of is =, where p o is the relative observed agreement among raters, and p e is the hypothetical probability of chance agreement, using the observed data to calculate the probabilities of each observer randomly selecting each category.

  5. Effect size - Wikipedia

    en.wikipedia.org/wiki/Effect_size

    In statistics, an effect size is a value measuring the strength of the relationship between two variables in a population, or a sample-based estimate of that quantity. It can refer to the value of a statistic calculated from a sample of data, the value of one parameter for a hypothetical population, or to the equation that operationalizes how statistics or parameters lead to the effect size ...

  6. 2012 United States presidential election in Iowa - Wikipedia

    en.wikipedia.org/wiki/2012_United_States...

    Using the media's generally accepted definition of the Iowa Republican caucus as the non-binding secret polling at caucus sites and using the incomplete data available, the 2012 Iowa Republican caucus was the closest race in Iowa caucus history with only a thirty-four vote margin (about 3 ⁄ 100th of a percent) separating former Senator Rick ...

  7. List of countries by Human Development Index - Wikipedia

    en.wikipedia.org/wiki/List_of_countries_by_Human...

    This is an accepted version of this page This is the latest accepted revision, reviewed on 14 January 2025. World map of countries or territories by Human Development Index scores in increments of 0.050 (based on 2022 data, published in 2024) ≥ 0.950 0.900–0.950 0.850–0.899 0.800–0.849 0.750–0.799 0.700–0.749 0.650–0.699 0.600–0.649 0.550–0.599 0.500–0.549 0.450–0.499 0. ...

  8. Caffeine - Wikipedia

    en.wikipedia.org/wiki/Caffeine

    Hence all six of the atoms within the pyrimidinedione ring system are sp 2 hybridized and planar. The imidazole ring also has a resonance. Therefore, the fused 5,6 ring core of caffeine contains a total of ten pi electrons and hence according to Hückel's rule is aromatic. [201]

  9. Demographics of the United States - Wikipedia

    en.wikipedia.org/wiki/Demographics_of_the_United...

    Meanwhile, Black and Asian women saw the number of births decline by 2.4% and 2.5%, respectively, over the same period, while American Indian/Alaskan Native women saw their numbers fall by 3.2%. [111] It also marks the first rise in births since 2014.