Question: Load the features ( X 1 and X 2 are independent variables andClass is the response variable:xI: [ 7 , 7 , 3 , 1

Load the features (X1 and X2 are independent variables andClass is the response variable:xI: [7,7,3,1)X2: [7,4,4,4]Class: ['Faili, 'Fall', Pass', Pass']Solution codePlease choose a tangoCODEThe task is to implement the K- nearest algorithm usingNumpy and PandasThe new test query is (3,4). Using K =3, determine the classabel of the test instance.

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