The tasks are relevant to the dataset "College.csv"  college.csv file at the path: https://drive.google.com/file/d/1StNKOnI0IDQKgZ35b-VZf1_5a_Dono-N/view?usp=sharing request code python : K nearest neighbor:  a.    Create a binary attribute Apps01 that contains a 1 if Apps contains a value equal to or above its median, and a 0 if Apps contains a value below its median. Create a single data set d containing both Apps01 and the other College features. Split the data into d.train training set and d.test test set 80:20. b.    Perform k-NN with several values of k in order to predict Apps01 using all the features. c.    Display the comparison of validation error rate for different values of k.

Oracle 12c: SQL
3rd Edition
ISBN:9781305251038
Author:Joan Casteel
Publisher:Joan Casteel
Chapter5: Data Manipulation And Transaction Control
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The tasks are relevant to the dataset "College.csv" 

college.csv file at the path: https://drive.google.com/file/d/1StNKOnI0IDQKgZ35b-VZf1_5a_Dono-N/view?usp=sharing

request code python : K nearest neighbor: 
a.    Create a binary attribute Apps01 that contains a 1 if Apps contains a value equal to or above its median, and a 0 if Apps contains a value below its median. Create a single data set d containing both Apps01 and the other College features. Split the data into d.train training set and d.test test set 80:20.
b.    Perform k-NN with several values of k in order to predict Apps01 using all the features.
c.    Display the comparison of validation error rate for different values of k.

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