Complex sentence: The algorithms may be supervised or unsupervised and applications include pattern analysis (unsupervised) and classification (supervised).
Split into simpler sentences: The algorithms may be supervised or unsupervised. Applications include pattern analysis (unsupervised) and classification (supervised).