ID3: ID3
In msats5/capstoneProject:
Description
Usage
Format
Examples
Description
A Decision Tree implemented using the ID3 algorithm.
Usage
1
Format
An object of class R6ClassGenerator of length 24.
Examples
1
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3
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5
6
7
clf <- ID3$new("monks")
clf$train(monks1_train[, -c(1,8)], monks1_train[,1])
preds <- clf$predict(monks1_test[, -c(1,8)])
accuracy <- sum(preds == monks1_test[,1])/nrow(monks1_test)
data.tree::SetEdgeStyle(clf$tree, fontname = 'helvetica', label = GetEdgeLabel)
data.tree::SetNodeStyle(clf$tree, fontname = 'helvetica', label = GetNodeLabel)
plot(clf$tree)
msats5/capstoneProject documentation built on May 18, 2019, 12:27 p.m.
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Description Usage Format Examples
Description
A Decision Tree implemented using the ID3 algorithm.
Usage
1 |
Format
An object of class R6ClassGenerator of length 24.
Examples
1 2 3 4 5 6 7 | clf <- ID3$new("monks")
clf$train(monks1_train[, -c(1,8)], monks1_train[,1])
preds <- clf$predict(monks1_test[, -c(1,8)])
accuracy <- sum(preds == monks1_test[,1])/nrow(monks1_test)
data.tree::SetEdgeStyle(clf$tree, fontname = 'helvetica', label = GetEdgeLabel)
data.tree::SetNodeStyle(clf$tree, fontname = 'helvetica', label = GetNodeLabel)
plot(clf$tree)
|
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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