Write down the pseudo code for the k-means clustering algorithm.

Suppose that a courier company hires you to mine its data and supplies you with the training dataset shown in Table 6 which is supposed to be in ARFF format. Discuss the quality of both the data and the syntax shown in Table. Assume the class is Suitable.

@relation export attribute Destination \{Brazil, Japan, Sweden\} attribute SizeOfPackage \{Large, Small, Tiny\} attribute Cost real attribute Transport \{Air, Boat\} attribute Suitable \{yes, no, maybe\} @data Brazil,Brazil,Japan,Sweden,Sweden,Japan,Japan,Brazil,Sweden,Brazil,Large,Large,Large,Small,Small,Tiny,Small,Small,Small,Tiny,??27??????34Air,Air,Air,Air,Air,Air,Air,Air,Air,Air,noyesyesyesnoyesnoyesyesyes