def initialize():
dominios = parseDominio()
anotacoes = parseAnnotation()
atributos = ["type", "others", "hpos", "vpos", "next", "left", "right", "below", "above"]
targets = {"abs1":"e2", "abs3":"e2", "abs5":"e3", "proj1":"e2", "proj3":"e4", "proj5":"e2" }
return dominios, anotacoes, atributos, targets
if __name__ == '__main__':
dominios, anotacoes, atributos, targets = initialize()
anotacoes = exp1.run(dominios, anotacoes, atributos, targets)
folds = cross.crossValidation(anotacoes)
folds = exp5.run(dominios, folds, atributos, targets, 0.7)
folds = exp6.run(dominios, folds, atributos, targets, 0.7)
dice = []
diceGlobal = []
dicePersonalizado = []
diceGlobalSuperespecificado = []
dicePersonalizadoSuperespecificado = []
print "DICE \t DICE GLOBAL \t DICE PERSONALIZADO \t"
for fold in folds:
for participante in folds[fold].keys():
dice.append(folds[fold][participante]["dice"])
diceGlobal.append(folds[fold][participante]["dice_global"])
dicePersonalizado.append(folds[fold][participante]["dice_personalizado"])
# from hcluster import *
import Assurance as ass
from ParserGIVE import *
import CrossValidation as cross
import Experiment1 as exp1
import Experiment2 as exp2
import Experiment3 as exp3
import Experiment4 as exp4
import Experiment5 as exp5
def initialize():
dominios = parseDominio()
anotacoes = parseAnnotation()
atributos = ['leftaround', 'right', 'orientation', 'color', 'straight', 'next', 'slightlyleft', 'rightaround', 'left', 'type', 'slightlyright']
return dominios, anotacoes, atributos
if __name__ == '__main__':
contextos, anotacoes, atributos = initialize()
folds = cross.crossValidation(10, anotacoes)
anotacoes = exp1.run(contextos, anotacoes, atributos)
exp2.run(contextos, folds, atributos)
exp3.run(contextos, folds, atributos)
exp4.run(contextos, folds, atributos)
exp5.run(contextos, folds, atributos)
'''
import numpy as np
# import matplotlib.pyplot as plt
# from hcluster import *
import Assurance as ass
from ParserGIVE import *
import Experiment1 as exp1
import Experiment2 as exp2
import Experiment3 as exp3
import Experiment4 as exp4
import Experiment5 as exp5
def initialize():
dominios = parseDominio()
anotacoes = parseAnnotation()
atributos = ['leftaround', 'right', 'orientation', 'color', 'straight', 'next', 'slightlyleft', 'rightaround', 'left', 'type', 'slightlyright']
return dominios, anotacoes, atributos
if __name__ == '__main__':
contextos, anotacoes, atributos = initialize()
anotacoes = exp1.run(contextos, anotacoes, atributos)
exp2.run(contextos, anotacoes, atributos)
exp3.run(contextos, anotacoes, atributos)
exp4.run(contextos, anotacoes, atributos)
exp5.run(contextos, anotacoes, atributos)
