WRITE THE CODE IN PYTHON Please do not use previously answered QUESTIONS THEY'RE FULL OF ERRORS AND DO ALL THE STEPS. do not submit an answer if you're NOT $100\%$

sure its correct thank you. note that the code needs to read data from the file data.csv$..$ Consider the attached dataset. This data set is an illustrative example of a nonlinear dataset. The following

figure shows the scatter plot of this dataset and its info

$()$

$.$

In this assignment, you are requested to use four types of SVM:

LinearSVC

LinearSVC with polynomial transfer as a preprocessing

SVC with linear kernel

SVC with poly kernel

$*****$

split the dataset at

$80$:$20$

$$and try to find the best accuracy using the four options. Show your result over

the training set and test set. Write a small report to highlight your findings.Consider the attached dataset. This data set is an illustrative example of a nonlinear dataset. The following

figure shows the scatter plot of this dataset and its info$().$

In this assignment, you are requested to use four types of SVM:

LinearSVC

LinearSVC with polynomial transfer as a preprocessing

SVC with linear kernel

SVC with poly kernel

Split the dataset at $80$:$20$ and try to find the best accuracy using the four options. Show your result over

the training set and test set. Write a small report to highlight your findings.

data. csv contains : Consider the attached dataset. This data set is an illustrative example of a nonlinear dataset. The following

figure shows the scatter plot of this dataset and its info$().$

In this assignment, you are requested to use four types of SVM:

LinearSVC

LinearSVC with polynomial transfer as a preprocessing

SVC with linear kernel

SVC with poly kernel

Split the dataset at $80$:$20$ and try to find the best accuracy using the four options. Show your result over

the training set and test set. Write a small report to highlight your findings.