I am unsure about what classifiers to use. I haven't been able to find any guides/suggestions or even lectures online about classifier selection. My goal is to accomplish classification via ensemble learning, so if there are a few options that might approximately fit, that's fantastic. I would just hate to waste time that I need for the rest of the development process on toying with all of the different options. My feature vectors look like this, and this is actually test data for one of my classes (if it matters):
@relation AExemplars @attribute zone1 numeric @attribute zone2 numeric @attribute zone3 numeric @attribute zone4 numeric @attribute zone5 numeric @attribute zone6 numeric @attribute zone7 numeric @attribute zone8 numeric @attribute zone9 numeric @attribute zone10 numeric @attribute zone11 numeric @attribute zone12 numeric @attribute zone13 numeric @attribute zone14 numeric @attribute zone15 numeric @attribute zone16 numeric @attribute numZones numeric @data 2,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,4 2,2,0,0,2,0,0,0,0,0,0,0,0,0,0,0,9 3,1,0,0,0,0,0,0,0,1,1,0,0,0,0,0,16 4,0,0,0,6,0,0,0,0,0,0,0,0,0,0,0,9 3,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,4 4,0,0,0,0,0,3,0,0,0,3,0,0,0,0,0,16 3,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,4 5,1,0,0,4,0,0,0,0,0,0,0,0,0,0,0,9 6,0,0,0,0,0,2,0,0,0,2,0,0,0,0,0,16 4,0,1,1,0,0,0,0,0,0,0,0,0,0,0,0,4 5,0,0,2,5,0,0,0,0,0,0,0,0,0,0,0,9 9,0,0,0,0,0,1,0,0,2,0,0,0,0,0,0,16 3,0,0,2,0,0,0,0,0,0,0,0,0,0,0,0,4 5,0,0,0,5,0,0,0,0,0,0,0,0,0,0,0,9 10,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,16 2,0,0,1,0,0,0,0,0,0,0,0,0,0,0,0,4 5,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,9 6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,16 0,1,2,3,0,0,0,0,0,0,0,0,0,0,0,0,4 2,2,0,3,5,0,0,0,0,0,0,0,0,0,0,0,9 9,0,0,0,0,2,0,0,0,0,1,0,0,0,0,0,16 0,0,2,1,0,0,0,0,0,0,0,0,0,0,0,0,4 2,0,0,2,2,0,0,0,0,0,0,0,0,0,0,0,9 4,0,0,0,1,1,0,0,0,0,0,0,0,0,0,0,16 0,1,2,1,0,0,0,0,0,0,0,0,0,0,0,0,4 7,0,0,0,1,0,0,0,0,0,0,0,0,0,0,0,9 8,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,16 0,1,2,3,0,0,0,0,0,0,0,0,0,0,0,0,4 6,1,0,0,5,0,0,0,0,0,0,0,0,0,0,0,9 8,1,0,0,0,1,0,0,0,0,2,0,0,0,0,0,16 2,1,0,0,0,0,0,0,0,0,0,0,0,0,0,0,4 4,0,0,0,2,0,0,0,0,0,0,0,0,0,0,0,9 5,0,0,0,0,0,0,0,0,0,1,0,0,0,0,0,16 0,0,2,1,0,0,0,0,0,0,0,0,0,0,0,0,4 4,0,0,1,1,0,0,0,0,0,0,0,0,0,0,0,9 6,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,16
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