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published:20 Dec 2015
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The Ludus Group is the official developer of the popular Roblox community, programming game, and creative tool that has been downloaded millions of times. We are dedicated to creating experiences for gamers of all ages. We are also the creators of Niantic’s Pokémon Go. More information can be found on
published:20 Sep 2017
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Universe builders have always been amongst our favourite games. What started as a simple Star Trek game has now grown into a global phenomenon. You can now even create your own universe in Game of War’s sandbox mode.
Roblox games are frequently built with a scripting language, using a combination of native Lua and LSL scripting. LSL is a variant of the Lua language, with static typing and capabilities for function closures combined. Roblox games that are server-side can also be coded in Java or C# using an in-development binding called the LSL Binding for the Java platform.
History
Linden Lab, the maker of the virtual world virtual reality game Second Life, acquired Roblox in 2007 for about $30 million.[1]
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Subscribe for more robot building action!
Roblox is a place where kids of all ages can explore, play, and have fun!
Live the life of an adventurous robot and go on amazing quests! Build a virtual world and give your robot a chance to become the best robot fighter!
There’s lots of features of Roblox to explore, but don’t forget to battle other robots to prove that you’re the fastest and strongest robot in the park.
Roblox is free to play, with in-game purchases available.
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All information about this topic was used in the creation of this guide.Q:
How to get the mean of dataset in random forest in R?
I have a dataset which has 40 columns. The problem is that I know the maximum number of variables that each column contains and the number of samples in the dataset. (ie) M=8 and N=1000.
Now I want to do random forest.
My idea is, I have used bootstrap for generation of random forest.
Now, I want to learn the mean response for each column for each dataset.
Example:
dataset1.train <- bootstrap(dataset1, number=200)
In this bootstrap function I am generating 200 observations from dataset1 and based on those observations I am applying random forest and get mean response.
For each observation, the column mean is possible.
But suppose, I have 3 samples in dataset1 and my dataset1 has 10000 columns.
So how can I get mean response for 10000 columns in a single function?
I can use separate function for each column, but it is a slow process.
A:
If I understand your question correctly, your approach is not the right approach. You can change your dataset1 with mclapply in a loop or use any of the parallel algorithms.
For example, mclapply will allow you to do the calculation as described below.
set.seed(1234)
M = 8
N = 1000
dataset1 <- data.frame(x1 = rep(1:M, each = N), x2 = rep(1:M, times = N), x3 = rep(1:M, each = N), x4 = rnorm(M*N, mean = 0, sd = 0.5), x5 = rnorm(M*N, mean = 0, sd = 0.5))
# a loop
dataset1 = mclapply(1:nrow(dataset1),function(i) {
mean_dataset1 <- lapply(dataset1[1:i,], function(row) row[-c(1,2,5,8)]/row[3]
return(mean_dataset1)
})
# a parallelized approach
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