Question: Please use R in your answer. GRADIENT DESCENT , LOGIT , PROBIT Sepal Length Sepal Width Petal Length Petal Width Species 5.1 3.5 1.4 0.2

Please use R in your answer. GRADIENT DESCENT , LOGIT , PROBIT

Sepal Length Sepal Width Petal Length Petal Width Species
5.1 3.5 1.4 0.2 0
4.6 3.4 1.4 0.3 0
5.8 4 1.2 0.2 0
4.8 3.4 1.9 0.2 0
5.4 3.4 1.5 0.4 0
7 3.2 4.7 1.4 1
4.9 2.4 3.3 1 1
5.6 2.9 3.6 1.3 1
6.5 3 5.5 1.8 1
6.7 3.3 5.7 2.1

1

a.) Apply the gradient descent iterative algorithm to compute the parameters of the logit model of the given data.

b.) Apply the gradient descent iterative algorithm to compute the parameters of the probit model of the given data.

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