geomSmooth

class geomSmooth(val data: Map<*, *>? = null, val stat: StatOptions = Stat.smooth(), val position: PosOptions = positionIdentity, val showLegend: Boolean = true, val sampling: SamplingOptions? = null, val tooltips: TooltipOptions? = null, val orientation: String? = null, val x: Number? = null, val y: Number? = null, val ymin: Number? = null, val ymax: Number? = null, val size: Number? = null, val linetype: Any? = null, val color: Any? = null, val fill: Any? = null, val alpha: Number? = null, val method: String? = null, val n: Int? = null, val level: Number? = null, val se: Boolean? = null, val span: Number? = null, val deg: Int? = null, val seed: Long? = null, val maxN: Int? = null, val colorBy: String? = null, val fillBy: String? = null, mapping: SmoothMapping.() -> Unit = {}) : Layer, SmoothAesthetics, SmoothStatParameters, WithColorOption, WithFillOption

Adds a smoothed conditional mean.

Examples

Parameters

data

The data to be displayed in this layer. If null, the default, the data is inherited from the plot data as specified in the call to letsPlot.

stat

default = Stat.smooth(). The statistical transformation to use on the data for this layer. Supported transformations: Stat.identity, Stat.bin(), Stat.count(), etc. see Stat.

position

Position adjustment: positionIdentity, positionStack(), positionDodge(), etc. see Position.

showLegend

default = true. false - do not show legend for this layer.

sampling

Result of the call to the samplingXxx() function. To prevent any sampling for this layer pass value samplingNone. For more info see sampling.html.

tooltips

Result of the call to the layerTooltips() function. Specifies appearance, style and content.

orientation

Specifies the axis that the layer's stat and geom should run along, default = "x". Possible values: "x", "y".

x

X-axis value.

y

Predicted (smoothed) value.

ymin

Lower pointwise confidence interval around the mean.

ymax

Upper pointwise confidence interval around the mean.

alpha

Transparency level of a layer. Understands numbers between 0 and 1.

color

Color of the geometry. String in the following formats:

  • RGB/RGBA (e.g. "rgb(0, 0, 255)")

  • HEX (e.g. "#0000FF")

  • color name (e.g. "red")

  • role name ("pen", "paper" or "brush")

Or an instance of the java.awt.Color class.

fill

Filling color for the confidence interval around the line. String in the following formats:

  • RGB/RGBA (e.g. "rgb(0, 0, 255)")

  • HEX (e.g. "#0000FF")

  • color name (e.g. "red")

  • role name ("pen", "paper" or "brush")

Or an instance of the java.awt.Color class.

size

Lines width. Defines line width for conditional mean and confidence bounds lines.

linetype

Type of the line of conditional mean line. Codes and names: 0 = "blank", 1 = "solid", 2 = "dashed", 3 = "dotted", 4 = "dotdash", 5 = "longdash", 6 = "twodash"

method

default = "lm". Smoothing method: lm (Linear Model) or loess (Locally Estimated Scatterplot Smoothing).

n

default = 80. Number of points to evaluate smoother at.

se

default = true. To display confidence interval around smooth.

level

default = 0.95. Level of confidence interval to use.

span

default = 0.5. Only for LOESS method. The fraction of source points closest to the current point is taken into account for computing a least-squares regression. A sensible value is usually 0.25 to 0.5.

deg

default = 1. Degree of polynomial for linear regression model.

seed

Random seed for LOESS sampling.

maxN

default = 1000. Maximum number of data-points for LOESS method. If this quantity exceeded random sampling is applied to data.

colorBy

default = "color" ("fill", "color", "paint_a", "paint_b", "paint_c"). Defines the color aesthetic for the geometry.

fillBy

default = "fill" ("fill", "color", "paint_a", "paint_b", "paint_c"). Defines the fill aesthetic for the geometry.

mapping

Set of aesthetic mappings. Aesthetic mappings describe the way that variables in the data are mapped to plot "aesthetics".

Constructors

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constructor(data: Map<*, *>? = null, stat: StatOptions = Stat.smooth(), position: PosOptions = positionIdentity, showLegend: Boolean = true, sampling: SamplingOptions? = null, tooltips: TooltipOptions? = null, orientation: String? = null, x: Number? = null, y: Number? = null, ymin: Number? = null, ymax: Number? = null, size: Number? = null, linetype: Any? = null, color: Any? = null, fill: Any? = null, alpha: Number? = null, method: String? = null, n: Int? = null, level: Number? = null, se: Boolean? = null, span: Number? = null, deg: Int? = null, seed: Long? = null, maxN: Int? = null, colorBy: String? = null, fillBy: String? = null, mapping: SmoothMapping.() -> Unit = {})

Properties

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open override val alpha: Number? = null
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open override val color: Any? = null
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open override val colorBy: String? = null
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val data: Map<*, *>? = null
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open override val deg: Int? = null
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open override val fill: Any? = null
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open override val fillBy: String? = null
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val geom: GeomOptions
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open override val level: Number? = null
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open override val linetype: Any? = null
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val mapping: <Error class: unknown class>
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open override val maxN: Int? = null
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open override val method: String? = null
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open override val n: Int? = null
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val orientation: String? = null
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val parameters: <Error class: unknown class>
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val position: PosOptions?
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val sampling: SamplingOptions? = null
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open override val se: Boolean? = null
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open override val seed: Long? = null
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open override val size: Number? = null
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open override val span: Number? = null
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val stat: StatOptions
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open override val x: Number? = null
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open override val y: Number? = null
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open override val ymax: Number? = null
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open override val ymin: Number? = null