I have data-set with 7070 attributes and 70 instances. I want to remove attributes whose values do not lie in the range[20, 2000] in weka. What filter should I use and how to pass parameters to that filter. Also what cutoff should be used for feature selection while using Pearson correlation?
Java code will do. Use "remove" filter and check numeric stats of each attribute if they fall in range add them to an array and then call remove filter.