ModelOriented / iBreakDown

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#' Then an explanation due to the chosen scenario is generated.
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#'
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#' @param x an explanation created with \code{\link{break_down}} or \code{\link{shap}}
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#' @param nonsignificance_treshold a numeric specifying a treshold for variable importance
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#' @param nonsignificance_treshold a numeric specifying a threshold for variable importance
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#' @param ... other arguments
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#' @param label a character string describing model's prediction
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#' @param short_description a boolean, returns a short description

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#'
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#' @return a \code{r2d3} object.
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#'
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#' @references Explanatory Model Analysis. Explore, Explain and Examine Predictive Models. \url{http://ema.drwhy.ai}
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#' @references Explanatory Model Analysis. Explore, Explain and Examine Predictive Models. \url{https://ema.drwhy.ai}
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#'
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#' @examples
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#' library("DALEX")

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#' @param x an explanation created with \code{\link{break_down_uncertainty}}
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#' @param ... other parameters.
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#'
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#' @references Explanatory Model Analysis. Explore, Explain and Examine Predictive Models. \url{http://ema.drwhy.ai}
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#' @references Explanatory Model Analysis. Explore, Explain and Examine Predictive Models. \url{https://ema.drwhy.ai}
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#'
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#' @return a data frame.
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#' @importFrom stats quantile median

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#' @return a \code{ggplot2} object.
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#' @importFrom stats reorder
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#'
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#' @references Explanatory Model Analysis. Explore, Explain and Examine Predictive Models. \url{http://ema.drwhy.ai}
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#' @references Explanatory Model Analysis. Explore, Explain and Examine Predictive Models. \url{https://ema.drwhy.ai}
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#'
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#' @examples
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#' library("DALEX")

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#' @import ggplot2
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#' @importFrom utils tail
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#'
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#' @references Explanatory Model Analysis. Explore, Explain and Examine Predictive Models. \url{http://ema.drwhy.ai}
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#'
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#' @references Explanatory Model Analysis. Explore, Explain and Examine Predictive Models. \url{https://ema.drwhy.ai}
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#'
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#' @examples
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#' library("DALEX")

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#'
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#' @seealso \code{\link{break_down}}, \code{\link{local_attributions}}
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#'
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#' @references Explanatory Model Analysis. Explore, Explain and Examine Predictive Models. \url{http://ema.drwhy.ai}
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#' @references Explanatory Model Analysis. Explore, Explain and Examine Predictive Models. \url{https://ema.drwhy.ai}
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#'
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#' @examples
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#' library("DALEX")

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#' @param x a description of \code{break_down_description} class.
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#' @param ... other parameters.
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#'
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#' @references Explanatory Model Analysis. Explore, Explain and Examine Predictive Models. \url{http://ema.drwhy.ai}
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#' @references Explanatory Model Analysis. Explore, Explain and Examine Predictive Models. \url{https://ema.drwhy.ai}
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#'
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#' @return a character
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#'

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#'
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#' @importFrom stats predict
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#'
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#' @references Explanatory Model Analysis. Explore, Explain and Examine Predictive Models. \url{http://ema.drwhy.ai}
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#' @references Explanatory Model Analysis. Explore, Explain and Examine Predictive Models. \url{https://ema.drwhy.ai}
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#'
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#' @examples
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#' library("DALEX")

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#'
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#' @return an object of the \code{break_down} class.
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#'
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#' @references Explanatory Model Analysis. Explore, Explain and Examine Predictive Models. \url{http://ema.drwhy.ai}
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#' @references Explanatory Model Analysis. Explore, Explain and Examine Predictive Models. \url{https://ema.drwhy.ai}
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#'
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#' @seealso \code{\link{break_down}}, \code{\link{local_interactions}}
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#'

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#' @param rounding_function a function to be used for rounding numbers.
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#' This should be \code{\link{signif}} which keeps a specified number of significant digits or \code{\link{round}} (which is default) to have the same precision for all components.
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#'
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#' @references Explanatory Model Analysis. Explore, Explain and Examine Predictive Models. \url{http://ema.drwhy.ai}
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#' @references Explanatory Model Analysis. Explore, Explain and Examine Predictive Models. \url{https://ema.drwhy.ai}
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#'
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#' @return a data frame
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#'

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#'
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#' @return a \code{r2d3} object.
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#'
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#' @references Explanatory Model Analysis. Explore, Explain and Examine Predictive Models. \url{http://ema.drwhy.ai}
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#' @references Explanatory Model Analysis. Explore, Explain and Examine Predictive Models. \url{https://ema.drwhy.ai}
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#'
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#' @examples
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#' library("DALEX")

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#'
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#' @seealso \code{\link{local_attributions}}, \code{\link{local_interactions}}
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#'
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#' @references Explanatory Model Analysis. Explore, Explain and Examine Predictive Models. \url{http://ema.drwhy.ai}
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#' @references Explanatory Model Analysis. Explore, Explain and Examine Predictive Models. \url{https://ema.drwhy.ai}
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#'
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#' @examples
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#' library("DALEX")
Files Coverage
R 95.12%
Project Totals (13 files) 95.12%
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coverage:
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