Consider the following dataset $($training data$).$ Construct

an ensemble model using Adaboost algorithm with base

classifier as decision stump $($consider the whole dataset

for each feature as splitting feature of decision stump$).$

Use the list of random numbers

$0\mathrm{.}78,0\mathrm{.}56,0\mathrm{.}94,0\mathrm{.}24,0\mathrm{.}68,0\mathrm{.}32,0\mathrm{.}13,0\mathrm{.}73$ for every new

dataset. It must be solved handwritten step by step