def main(annfile): randSample = random.Random(input.SAMPLE_SEED) inp = input.Input("train3-std.tsv", randSample) print "Test set:", inp.testSet.show() param = Parameters.from_file(annfile) tester = SampleTester() tester.prepare(inp.testSet, randSample) tester.showSampleSets() avg, std = tester.test(param) print "Lift:", "avg: %.03f" % avg, "std: %.03f" % std