"""
Testing case study one:
1. Remove N percent of users from data set.
2. Process testing set.
Original:
Add a user to testing set and do IBCF.
New methodolgoy:
Add a user to testing set, then do
usual processing
ICBF
"""
#load original prefs
original_prefs = original.load()
#get the required testing set.
mod_prefs = deleteUsers(original_prefs, 0.5)
print deleted_users
for user in deleted_users:
new_prefs = {}
new_prefs = copyDict(mod_prefs)
print "Length of new_prefs %d"%(len(new_prefs))
org_prefs = {}
org_prefs = copyDict(original_prefs)
print "Length of org_prefs %d"%(len(org_prefs))
if __name__ == '__main__':
"""
Testing case study one:
1. Remove N percent of users from data set.
2. Process testing set.
Original:
Add a user to testing set and do IBCF.
New methodolgoy:
Add a user to testing set, then do
usual processing
ICBF
"""
#load original prefs
original_prefs = original.load()
#get the required testing set.
mod_prefs = deleteUsers(original_prefs, 0.5)
print deleted_users
for user in deleted_users:
new_prefs = {}
new_prefs = copyDict(mod_prefs)
print "Length of new_prefs %d" % (len(new_prefs))
org_prefs = {}
org_prefs = copyDict(original_prefs)
print "Length of org_prefs %d" % (len(org_prefs))