def initialize():
anotacoes = parser.parseAnnotation()
dominios = parser.parseDominio()
participantes = {}
atributos = ["type", "size", "colour", "hpos", "vpos", "near", "left", "right", "below", "above", "in-front-of"]
targets = {"01f-t1n":"h", "01f-t1r":"h", "01f-t2n":"h", "01f-t2r":"h", "01o-t1n":"h", "01o-t1r":"h", "01o-t2n":"h", "01o-t2r":"h", "02f-t1n":"o", "02f-t1r":"o", "02f-t2n":"o", "02f-t2r":"o", "02o-t1n":"o", "02o-t1r":"o", "02o-t2n":"o", "02o-t2r":"o", "03f-t1n":"m", "03f-t1r":"m", "03f-t2n":"m", "03f-t2r":"m", "03o-t1n":"m", "03o-t1r":"m", "03o-t2n":"m", "03o-t2r":"m", "04f-t1n":"a", "04f-t1r":"a", "04f-t2n":"a", "04f-t2r":"a", "04o-t1n":"a", "04o-t1r":"a", "04o-t2n":"a", "04o-t2r":"a", "05f-t1n":"m", "05f-t2n":"m", "05f-t1r":"m", "05f-t2r":"m", "05o-t1n":"m", "05o-t1r":"m", "05o-t2n":"m", "05o-t2r":"m", "06f-t1n":"h", "06f-t1r":"h", "06f-t2n":"h", "06f-t2r":"h", "06o-t1n":"h", "06o-t1r":"h", "06o-t2n":"h", "06o-t2r":"h", "07f-t1n":"i", "07f-t1r":"i", "07f-t2n":"i", "07f-t2r":"i", "07o-t1n":"i", "07o-t1r":"i", "07o-t2n":"i", "07o-t2r":"i", "08f-t1n":"a", "08f-t1r":"a", "08f-t2n":"a", "08f-t2r":"a", "08o-t1n":"a", "08o-t1r":"a", "08o-t2n":"a", "08o-t2r":"a" }
return dominios, targets, anotacoes, atributos, participantes
def initialize():
anotacoes = parser.parseAnnotation()
dominios = parser.parseDominio()
participantes = {}
atributos = ["type", "colour", "hpos", "vpos", "near", "left", "right", "below", "above"]
targets = {"abs1":"e2", "abs3":"e2", "abs5":"e3", "proj1":"e2", "proj3":"e4", "proj5":"e2" }
return dominios, targets, anotacoes, atributos, participantes
def crossValidation(anotacoes = {}):
if len(anotacoes) == 0:
anotacoes = parser.parseAnnotation()
folds = {}
for i in range(1,7):
folds[i] = {}
for anotacao in anotacoes:
contexto = anotacao["caracteristicas"]["context"]
participante = anotacao["caracteristicas"]["trial"]
for i in range(1,7):
if participante not in folds[i]:
folds[i][participante] = anotacao
break
return folds
def crossValidation(fold = int, anotacoes = {}):
if len(anotacoes) == 0:
anotacoes = parser.parseAnnotation()
folds = {}
nroParticipantes = contabilizaParticipantes(anotacoes)
nroAnotacoes = len(anotacoes)
expressoesParticipantePorFold = (nroAnotacoes / nroParticipantes) / fold
nroExpressoes = {}
for i in range(1,fold+1):
folds[str(i)] = {}
nroExpressoes[str(i)] = {}
for anotacao in anotacoes:
contexto = anotacao["caracteristicas"]["context"]
participante = anotacao["caracteristicas"]["trial"]
achou = False
for i in range(1,fold+1):
if participante not in folds[str(i)]:
folds[str(i)][participante] = []
nroExpressoes[str(i)][participante] = expressoesParticipantePorFold
if nroExpressoes[str(i)][participante] > 0:
folds[str(i)][participante].append(anotacao)
nroExpressoes[str(i)][participante] = nroExpressoes[str(i)][participante] -1
achou = True
break
if achou == False:
for i in range(1,fold+1):
if nroExpressoes[str(i)][participante] == 0:
folds[str(i)][participante].append(anotacao)
nroExpressoes[str(i)][participante] = nroExpressoes[str(i)][participante] -1
break
return folds
