Give me the correct hands on answer please. i am attaching the picture Download the diabetes data in the Excel file. Answer the following questions using that data set:

Assume that we have a new patient who has the following information.

New Patient:

Pregnancies$=0$; BloodPressure$=63$; Glucose$=122$; SkinThickness$=20$;

Insulin$=210$; BMI$=42\mathrm{.}5$; DiabetesPedigreeFunction$=0\mathrm{.}39$; Age$=32$

$(1.$a$)$ Take the first ten data of the diabetes dataset and solve the example

manually.

$(1.$b$)$ optional $($solving this part of the question is not mandatory$)$

Code a decision tree in Python to classify the following patient as Diabetic or

Nondiabetic.

$(1.$c$)$ Search on Web sources for the definition of Accuracy, Precision, recall,

and F$1,$ and calculate these metrics in your code. Provide an explanation for

them.