def build_test2(tests): n, our_correct, norvig_correct = 0, 0, 0 for target, incorrect in tests.items(): for word in incorrect.split(): n+=1 if len(word) < 6 or len(word) < 6: continue our_out = scramble_helpers.suggest( word,char_model,similarity_model, word_model_tuple, error_model) norvig_out = norvig.correct(word.lower()) # DEBUGGING #print our_out, target, word if our_out[0].lower() == target: our_correct += 1 if norvig_out == target: norvig_correct += 1 print "Total misspellings queried " + str(n) print "Our correct suggestions: " + str(our_correct/float(n)) print "Norvig's correct suggestions: " + str(norvig_correct/float(n)) print
def build_test2(tests):
n, our_correct, norvig_correct = 0, 0, 0
for target, incorrect in tests.items():
for word in incorrect.split():
n += 1
if len(word) < 6 or len(word) < 6:
continue
our_out = scramble_helpers.suggest(word, char_model,
similarity_model,
word_model_tuple, error_model)
norvig_out = norvig.correct(word.lower())
# DEBUGGING
#print our_out, target, word
if our_out[0].lower() == target:
our_correct += 1
if norvig_out == target:
norvig_correct += 1
print "Total misspellings queried " + str(n)
print "Our correct suggestions: " + str(our_correct / float(n))
print "Norvig's correct suggestions: " + str(norvig_correct / float(n))
print
def build_test1(test): f = open(test, "r") our_correct = 0 norvig_correct = 0 count = 0 for line in f: pair = line.split() if len(pair) < 2 or len(pair[0]) < 6 or len(pair[1]) < 6: continue our_out = scramble_helpers.suggest( pair[1],char_model,similarity_model,word_model_tuple, error_model) norvig_out = norvig.correct(pair[1].lower()) if our_out[0].lower() == pair[0].lower(): our_correct += 1 if norvig_out.lower() == pair[0].lower(): norvig_correct += 1 count += 1 #print (our_out[0], pair[1], pair[0]) print "Total misspellings queried " + str(count) print "Our correct suggestions: " + str(our_correct/float(count)) print "Norvig's correct suggestions: " + str(norvig_correct/float(count)) print
def build_test1(test):
f = open(test, "r")
our_correct = 0
norvig_correct = 0
count = 0
for line in f:
pair = line.split()
if len(pair) < 2 or len(pair[0]) < 6 or len(pair[1]) < 6:
continue
our_out = scramble_helpers.suggest(pair[1], char_model,
similarity_model, word_model_tuple,
error_model)
norvig_out = norvig.correct(pair[1].lower())
if our_out[0].lower() == pair[0].lower():
our_correct += 1
if norvig_out.lower() == pair[0].lower():
norvig_correct += 1
count += 1
#print (our_out[0], pair[1], pair[0])
print "Total misspellings queried " + str(count)
print "Our correct suggestions: " + str(our_correct / float(count))
print "Norvig's correct suggestions: " + str(norvig_correct / float(count))
print