我有由最小点和最大点定义的 d 维超矩形。我在这些矩形上有权重,它们形成 [0,1]^d 的分区。我如何绘制一个多面的 geom_tiles 来显示这个分区的每个二维投影?
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0.832337120350762, 1, 1, 1, 1, 0.832337120350762, 0.709677419354839,
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0.832337120350762, 0.832337120350762, 0.832337120350762, 0.832337120350762,
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1, 1, 1, 1, 0.669183378958155, 0.669183378958155, 0.669183378958155,
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1, 1, 0.967729256836288, 0.967729256836288, 1, 1, 0.967729256836288,
0.826609713837449, 0.826609713837449, 0.967610625409862, 0.967610625409862,
0.967729256836288, 0.967729256836288, 0.967610625409862, 0.967610625409862,
0.967729256836288, 0.967729256836288, 0.967610625409862, 0.967610625409862,
0.967729256836288, 0.967729256836288, 0.967610625409862, 0.967610625409862,
0.967729256836288, 0.967729256836288, 0.967729256836288, 0.826609713837449,
0.826609713837449, 0.967729256836288, 0.967729256836288, 0.826609713837449,
0.826609713837449, 0.967729256836288, 0.967729256836288, 0.826609713837449,
0.722675196396205, 0.722675196396205, 0.826609713837449, 0.826609713837449,
0.722675196396205, 0.722675196396205, 0.826609713837449, 0.826609713837449,
0.967729256836288, 0.967729256836288, 1, 1, 0.967729256836288,
0.967729256836288, 1, 1, 1, 0.5, 0.5, 0.897477061307942, 0.897477061307942,
1, 1, 0.897477061307942, 0.897477061307942, 1, 1, 0.897477061307942,
0.741935483870968, 0.741935483870968, 0.897477061307942, 0.897477061307942,
0.741935483870968, 0.741935483870968, 0.897477061307942, 0.897477061307942,
0.741935483870968, 0.741935483870968, 0.897477061307942, 0.897477061307942,
0.741935483870968, 0.741935483870968, 0.897477061307942, 0.897477061307942,
1, 1, 0.897477061307942, 0.897477061307942, 1, 1, 1, 0.5, 0.032538108376287,
0.032538108376287, 0.0967749770900052, 0.0967749770900052, 0.5,
0.5, 0.0967749770900052, 0.0967749770900052, 0.5, 0.5, 0.0967749770900052,
0.0967749770900052, 0.5, 0.5, 0.0967749770900052, 0.0967749770900052,
0.5, 0.5, 0.5, 0.032538108376287, 0.032538108376287, 0.5, 0.5,
0.032538108376287, 0.032538108376287, 0.0647887222047812, 0.0647887222047812,
0.5, 0.5, 0.0647887222047812, 0.0647887222047812, 0.5, 0.5, 0.0647887222047812,
0.0647887222047812, 0.5, 0.5, 0.0647887222047812, 0.0647887222047812,
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1, 1, 0.5, 0.322580324979444, 0.322580324979444, 0.5, 0.5, 0.322580324979444,
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0.106364539814871, 0.322580324979444, 0.322580324979444, 0.5,
0.5, 0.322580324979444, 0.322580324979444, 0.5, 0.5, 0.548419212162221,
0.548419212162221, 1, 1, 0.548419212162221, 0.548419212162221,
1, 1, 0.548419212162221, 0.548419212162221, 1, 1, 0.548419212162221,
0.548419212162221, 1, 1, 1, 0.5, 0.526892491080578, 1, 0.526892491080578,
1, 0.526892491080578, 1, 0.526892491080578, 1, 0.526892491080578,
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1, 0.0353381808372436, 0.5, 0.0353381808372436, 0.5, 0.0353381808372436,
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0.944702130460738, 0.914667660262252, 0.944702130460738, 0.914667660262252,
0.944702130460738, 0.914667660262252, 0.944702130460738, 1, 0.944702130460738,
1, 0.944702130460738, 1, 0.5, 1, 0.5, 0.800147952416411, 1, 0.800147952416411,
1, 0.800147952416411, 1, 0.800147952416411, 1, 0.800147952416411,
0.838709717348716, 1, 0.838709717348716, 1, 0.838709717348716,
1, 0.838709717348716, 1, 0.838709717348716, 1, 0.838709717348716,
1, 0.838709717348716, 1, 0.838709717348716, 1, 0.800147952416411,
1, 0.800147952416411, 1, 0.800147952416411, 1, 0.451580787792305,
0.5, 0.451580787792305, 0.5, 0.451580787792305, 0.5, 0.451580787792305,
0.5, 0.451580787792305, 0.5, 0.451580787792305, 0.5, 0.451580787792305,
0.5, 0.451580787792305, 0.5, 1), .Dim = c(203L, 4L)), weights = structure(c(2.78373149121937e-09,
0, 0, 0, 0, 0, 0, 0, 0, 2.73222271931361e-10, 0, 2.48329721429362e-10,
2.40496282082592e-11, 2.7578656977963e-10, 0, 2.54220850404393e-10,
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0, 0), .Dim = 203L))
例如,对于第一个框,它从x$minimum_points[1,]
到x$maximum_points[1,]
。请注意,我建议的框是 [0,1]^4 的分区。
如果问题的维度是 2,我可以使用 geom_tile 和类似这个问题的结果。但我在一个多维的情况下,我想要一个图来描述所有的二元边缘,矩形填充的灰色量与它们对应的权重成正比......
我不确定我是否足够清楚。你能帮忙吗 ?
编辑:这篇文章也可能是相关的,这看起来很像我想要的,但我想要这些图之一用于我的 4 维问题的每个双变量投影(pairs
如果你想绘制 4 维数据,就像会做的那样)。
编辑:如果我只想绘制前 2 个维度,我可以这样做:
data.frame(xmin = x$minimum_points[,1],
ymin = x$minimum_points[,2],
xmax = x$maximum_points[,1],
ymax = x$maximum_points[,2]) %>%
ggplot(aes(xmin = xmin, xmax = xmax, ymin = ymin, ymax = ymax)) +
geom_rect(alpha = (x$weight/max(x$weight)))
这有一个问题:它假设alpha
参数是相加的:如果我设置两个分别为alpha
0.1 和 0.2 的框,则交集看起来像一个带有alpha
0.3 的框。如果这是真的,那就完美了!否则必须做一些更聪明的事情..
此外,我该如何面对它?即,如果 facet_grid 中的尺寸,对所有夫妻都这样做?每个维度都等于自身的情况是不可能的,因此在刻面网格的对角线上不绘制任何内容是可以的。