def computeR(doc, s, query):
"""compute different diversity features"""
r1 = ldaIt(doc, s, query)
docb, sb = bagwords(doc, s)
r2 = CosineSimilarity().buildMat(docb, sb)
doccn, scn = cn_field(doc, s)
r3 = cnDistance(doccn, scn)
return [r1, r2, r3]
def computeR(doc, s, query):
"""compute different diversity features"""
r1 = ldaIt(doc, s, query)
docb, sb = bagwords(doc, s)
r2 = CosineSimilarity().buildMat(docb, sb)
doccn, scn = cn_field(doc, s)
r3 = cnDistance(doccn, scn)
return [r1, r2, r3]
def computeR(doc, s, query):
"""compute different diversity features"""
r1 = ldaIt(doc, s, query)
docb, sb = bagwords(doc, s)
r2 = CosineSimilarity().buildMat(docb, sb)
doccsd, scsd = feat_field(doc, s, "csd")
r3 = l1Distance(doccsd, scsd)
dochog, shog = feat_field(doc, s, "hog")
r4 = batachariaDistance(dochog, shog)
if 1:
doccn, scn = feat_field(doc, s, "cn")
r5 = eucDistance(doccn, scn)
doccm, scm = feat_field(doc, s, "cm")
r6 = canberraDistance(doccm, scm)
doclbp, slbp = feat_field(doc, s, "lbp")
r7 = chisquareDistance(doclbp, slbp)
docglr, sglr = feat_field(doc, s, "glr")
r8 = l1Distance(docglr, sglr) # or batachariaDistance
else:
doccn, scn = feat_field(doc, s, "cn3")
r5 = eucDistance(doccn, scn)
doccm, scm = feat_field(doc, s, "cm3")
r6 = canberraDistance(doccm, scm)
doclbp, slbp = feat_field(doc, s, "lbp3")
r7 = chisquareDistance(doclbp, slbp)
docglr, sglr = feat_field(doc, s, "glr3")
r8 = l1Distance(docglr, sglr) # # or batachariaDistance
return [r1, r2, r3, r4, r5, r6, r7, r8]
def computeR(doc, s, query):
"""compute different diversity features"""
r1 = ldaIt(doc, s, query)
docb, sb = bagwords(doc, s)
r2 = CosineSimilarity().buildMat(docb, sb)
doccsd, scsd = feat_field(doc, s, "csd")
r3 = l1Distance(doccsd, scsd)
dochog, shog = feat_field(doc, s, "hog")
r4 = batachariaDistance(dochog, shog)
if 1:
doccn, scn = feat_field(doc, s, "cn")
r5 = eucDistance(doccn, scn)
doccm, scm = feat_field(doc, s, "cm")
r6 = canberraDistance(doccm, scm)
doclbp, slbp = feat_field(doc, s, "lbp")
r7 = chisquareDistance(doclbp, slbp)
docglr, sglr = feat_field(doc, s, "glr")
r8 = l1Distance(docglr, sglr) # or batachariaDistance
else:
doccn, scn = feat_field(doc, s, "cn3")
r5 = eucDistance(doccn, scn)
doccm, scm = feat_field(doc, s, "cm3")
r6 = canberraDistance(doccm, scm)
doclbp, slbp = feat_field(doc, s, "lbp3")
r7 = chisquareDistance(doclbp, slbp)
docglr, sglr = feat_field(doc, s, "glr3")
r8 = l1Distance(docglr, sglr) # # or batachariaDistance
return [r1, r2, r3, r4, r5, r6, r7, r8]
