Please provide broad summary of findings. Thanks

The Excel file Credit Risk Data provides a database of information about loan applications along with a classification of credit risk in column L. Convert the categorical data into numerical codes as appropriate. Sample 200 records from the data set. Then apply the k-NN algorithm to classify training and validation data sets and the additional data in the file. Summarize your findings. The Excel file Credit Risk Data provides a database of information about loan applications along with a classification of credit risk in column L. Convert the categorical data into numerical codes as appropriate. Sample 200 records from the data set. Then apply the k-NN algorithm to classify training and validation data sets and the additional data in the file. Summarize your findings