What command did you run when trying to classify your reads with SILVA? When we observe many poor taxonomy assignments like this, it is typically due to mixed read orientation. I'd recommend using vsearch as outlined here:
Or installing the RESCRIPt plugin, and running rescript orient-seqs on your reads. Then retry the BLAST and/or naíve-bayes classifiers.