Load the features $($X$1$ and X$2$ are independent variables andClass is the response variable:xI: $[7,7,3,1)$X$2$: $[7,4,4,4]$Class: $[\text{'}$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.