BoostedEnML: Efficient Technique for Detecting Cyberattacks in IoT Systems Using Boosted Ensemble Machine Learning

. 2022 Sep 29;22(19):7409. doi: 10.3390/s22197409

Algorithm 1 The algorithm for bagging classifier

1:
for $b = 1, \dots P :$ do
2:
Sample, with replacement, n training examples from T, L; call these Tb, Lb.
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Train a classification tree, fb on Tb, Lb.
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After training, predictions for unseen samples x $^{'}$
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obtain the final predictions from all the individual fb on x $^{'}$ by taking the average of all predictions for regression or taking the majority vote for a classification problem using Equation (1).
6:
end for