A change in structure might be helpful:
$ ls data
0001.csv 0002.csv 0003.csv 0004.csv ...
$ ls algorithm_a
0001.csv 0002.csv 0004.csv ...
$ diff -q algorithm_a data |grep ^Only |sed 's/.*: //g'
0003.csv ...