Under Classify menu in XLMiner, perform k-nearest neighbors classification with all the predictors from columnA (CRIM) to column B (LSTAT) (excluding the MEDV, the MEDV column is the outcome or decision variable for prediction) for both training data set and validation data set, and find the best K for validation data set, trying values of k from 1 to 10 to classify CAT. MEDV (make sure to normalize the data). Also attach the execution result file including confusion matrix, lif chart, and ROC chart in your submission.

After 14 days if you don’t get a response you will get your points back if nobody has answered.

My favorite is "be concise."have you ever received an email and had to read a page full of information? by the time you finished reading it, you had to re-read it? i have even hit "reply" so that i could break it down into separate paragraphs and send it back to myself.what is concise? get to the point, fast. when opening an email like this, some will close it or print it to read later.i learned to use the subject line to prepare the reader for content. such as, "need on (blank), " "info only re: (blank)," "request input on (blank)," "read before (blank) meeting." these are just some.if you are asking for something, make that your first sentence. follow this by who, what, when, where, and how. use these, as necessary. example; (1) who (who needs it and or who does it), (2) what (specific description of what is needed), (3) when (specific, i need this by 8: 00 am monday or i need this by 10: 00 am today), (4) where (does it have to be printed and taken to someone, maybe the place of the meeting), (5) how (i need it scanned or faxed back to me at this email address, provide me with a hard copy).do not send yet. re-read it. did some spell check change a word? maybe let someone else read it for understanding. you want to avoid multiple emails asking for clarification. if important, put a read receipt on it. you will know it was opened, not necessarily read.end with a you.

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