While early methods [6, 7] only focused on classifying HSP sequences into one of the six HSP families, PredHSP [8] and ir-HSP [9] proposed two-stage algorithms to cope with non-HSP input sequences as well. This evidence concerns the gene HSP90B2P and hereditary spastic paraplegia.