Nan*_*raj 5 r ggplot2 kaggle ggproto
我正在研究Kaggle Digit Recognizer问题.当我尝试给定代码时,我收到了错误.
eval中的错误(expr,envir,enclos):找不到函数"eval"
library(ggplot2)
library(proto)
library(readr)
train <- data.frame(read_csv("../input/train.csv"))
labels <- train[,1]
features <- train[,-1]
rowsToPlot <- sample(1:nrow(train), 49)
rowToMatrix <- function(row) {
intensity <- as.numeric(row)/max(as.numeric(row))
return(t(matrix((rgb(intensity, intensity, intensity)), 28, 28)))
}
geom_digit <- function (digits, labels) GeomRasterDigit$new(geom_params =
list(digits=digits),stat = "identity", position = "identity", data = NULL,
inherit.aes = TRUE)
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我运行以下段时收到错误.
GeomRasterDigit <- proto(ggplot2:::GeomRaster, expr={
draw_groups <- function(., data, scales, coordinates, digits, ...) {
bounds <- coord_transform(coordinates, data.frame(x = c(-Inf, Inf), y = c(
- Inf, Inf)), scales)
x_rng <- range(bounds$x, na.rm = TRUE)
y_rng <- range(bounds$y, na.rm = TRUE)
rasterGrob(as.raster(rowToMatrix(digits[data$rows,])), x_rng[1], y_rng[1],
diff(x_rng), diff(y_rng),default.units = "native", just =c("left","bottom"),
interpolate = FALSE)
}
})
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链接完整代码:https: //www.kaggle.com/benhamner/digit-recognizer/example-handwritten-digits/code
查看 github 上最新的 ggplot2代码。ggproto
现在取代了proto
其他变化。
下面的代码应该可以正常工作。
GeomRasterDigit <- ggproto(ggplot2:::GeomRaster, expr={
draw_groups <- function(., data, scales, coordinates, digits, ...) {
bounds <- coord_transform(coordinates, data.frame(x = c(-Inf, Inf), y = c(
- Inf, Inf)), scales)
x_rng <- range(bounds$x, na.rm = TRUE)
y_rng <- range(bounds$y, na.rm = TRUE)
rasterGrob(as.raster(rowToMatrix(digits[data$rows,])), x_rng[1], y_rng[1],
diff(x_rng), diff(y_rng),default.units = "native", just =c("left","bottom"),
interpolate = FALSE)
}
})
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有一个小插图值得ggproto
一读。