a few changes

reruns/query_re13.txt

@@ -9,23 +9,23 @@ Answer:		0		0		2		2		0
 Confidence:	51		53		47		48		56
 
 #####
-Total Time:		0.078253
+Total Time:		0.092898
 NLTK Time:		0.000000
-AI Time:		0.078253
+AI Time:		0.092898
 URL Time:		0.000000
 Keyword (Q) Time:	0.000000
 Keyword (A) Time:	0.000000
 Tokens (Q) Time:	0.000000
 Tokens (URL) Time:	0.000000
 Map Instance Time:	0.000000
-Score1 Time:		0.009126
-Score2 Time:		0.004163
-Score3 Time:		0.019061
-Score4 Time:		0.045746
+Score1 Time:		0.013247
+Score2 Time:		0.006286
+Score3 Time:		0.028048
+Score4 Time:		0.045205
 #####
 
 raw results:
-[{'storm coming': 1.0, 'cloudy': 1.5, 'fair': 5.0}, {'storm coming': 9.333333333333334, 'cloudy': 1.0, 'fair': 3.3333333333333335}, {'storm coming': 1.793161231884058, 'cloudy': 1.0, 'fair': 1.1422101449275361}, {'storm coming': 1.1770491803278689, 'cloudy': 1.0, 'fair': 7.918032786885246}]
+[{'storm coming': 2, 'cloudy': 3, 'fair': 10}, {'storm coming': 28, 'cloudy': 3, 'fair': 10}, {'storm coming': 79186, 'cloudy': 44160, 'fair': 50440}, {'storm coming': 718, 'cloudy': 610, 'fair': 4830}]
 
 score_result1:	{'storm coming': 1.0, 'cloudy': 1.5, 'fair': 5.0}
 score_result2:	{'storm coming': 9.333333333333334, 'cloudy': 1.0, 'fair': 3.3333333333333335}

reruns/query_re14.txt

@@ -9,19 +9,19 @@ Answer:		9		9		9		9		9
 Confidence:	40		40		40		40		40
 
 #####
-Total Time:		0.029946
+Total Time:		0.029377
 NLTK Time:		0.000000
-AI Time:		0.029946
+AI Time:		0.029377
 URL Time:		0.000000
 Keyword (Q) Time:	0.000000
 Keyword (A) Time:	0.000000
 Tokens (Q) Time:	0.000000
 Tokens (URL) Time:	0.000000
 Map Instance Time:	0.000000
-Score1 Time:		0.005745
-Score2 Time:		0.002188
-Score3 Time:		0.007991
-Score4 Time:		0.013936
+Score1 Time:		0.005833
+Score2 Time:		0.002196
+Score3 Time:		0.007833
+Score4 Time:		0.013446
 #####
 
 raw results:

reruns/query_re15.txt

@@ -9,23 +9,23 @@ Answer:		0		0		0		0		0
 Confidence:	76		54		54		99		99
 
 #####
-Total Time:		0.116955
+Total Time:		0.121805
 NLTK Time:		0.000000
-AI Time:		0.116955
+AI Time:		0.121805
 URL Time:		0.000000
 Keyword (Q) Time:	0.000000
 Keyword (A) Time:	0.000000
 Tokens (Q) Time:	0.000000
 Tokens (URL) Time:	0.000000
 Map Instance Time:	0.000000
-Score1 Time:		0.025369
-Score2 Time:		0.008458
-Score3 Time:		0.034950
-Score4 Time:		0.048050
+Score1 Time:		0.024602
+Score2 Time:		0.008098
+Score3 Time:		0.036259
+Score4 Time:		0.052745
 #####
 
 raw results:
-[{'Italy': 4.5, 'France': 1.0}, {'Italy': 4.5, 'France': 1.0}, {'Italy': 4229.0, 'France': 1.0}, {'Italy': 29570, 'France': 0}]
+[{'Italy': 9, 'France': 2}, {'Italy': 9, 'France': 2}, {'Italy': 84580, 'France': 20}, {'Italy': 29570, 'France': 0}]
 
 score_result1:	{'Italy': 4.5, 'France': 1.0}
 score_result2:	{'Italy': 4.5, 'France': 1.0}

test.py

@@ -37,7 +37,7 @@ def runQuery( questions, scoringFunction, cache=False):
         weights = score(choices, nltk_data, scoringFunction)
         results = weights[0]      # array of size 4
         ai_time = weights[1]      # array of size 4
-        results_raw = results
+        results_raw = str(results)
 
         print "Determining Answer..."
         # Normalize to determine answer
@@ -62,19 +62,23 @@ def runQuery( questions, scoringFunction, cache=False):
         print bld
 
     print str(numberCorrect) + "/" + str(len(questions))
-
+"""
 runQuery(tp_Questions0, useAllScores, cache=True)
 runQuery(tp_Questions1, useAllScores, cache=True)
 runQuery(tp_Questions2, useAllScores, cache=True)
 runQuery(tp_Questions3, useAllScores, cache=True)
+
+"""
 runQuery(tp_Questions4, useAllScores, cache=True)
-runQuery(tp_Questions5, useAllScores, cache=True)
+
+"""runQuery(tp_Questions5, useAllScores, cache=True)
 runQuery(tp_Questions6, useAllScores, cache=True)
 runQuery(tp_Questions7, useAllScores, cache=True)
 runQuery(tp_Questions8, useAllScores, cache=True)
 runQuery(tp_Questions9, useAllScores, cache=True)
 runQuery(tp_Questions10, useAllScores, cache=True)
 runQuery(tp_Questions11, useAllScores, cache=True)
+"""