This paper presents a method for large corpus analysis to semantically
classify an entire clause.  In particular, we use cooccurrence
statistics among {\it similar clauses} to determine the aspectual
class of an input clause.  The process examines linguistic features of
clauses that are relevant to aspectual classification.  A genetic
algorithm determines what combinations of linguistic features to use
for this task.