Hello sir, could you please solve this set of question. Can you please help?

"Application" to control the entrance to the high security area The three features of the autonomous system are controlled and Two groups that are allowed (y = 1) and not allowed (y = 0) are formed. RFID entry card as these features (independent indicator vector: x) signal (x1), audio frequency control (x 2), and image analysis suitability (x 3) the one. The following database is introduced to the autonomous system, making its decisions accordingly. according to:

This autonomous system, opposite the "x" vector values (x1 = 3, x 2 = 3, x 3 = 4) When he detects the "application" of a new person, he will allow that person to enter and it has been wondered that it will not.

Question1: Using the "Nearest Neighbor" method, according to all the data, this "application" Calculate the response.

Question2: By designing an "Artificial Neural Network" that provides the above database, this system Calculate whether the new "application" will allow entry.

Question3: In accordance with the "Decision Tree" algorithm, this feature space is calculated in entropy calculations. the dependent variable of the 'applicant' Find the value of ("y").

Thanks in advance.

xi x2 X3 y 10 5 5 0 0 0 3 4 1 5 0 6 6 10 3 4 0 0 5 0 3 1 3 4 1 1 1 0 0 1 0 1