factor4[5][0]="~ip"; factor4[5][1]="oc"; factor4[5][2]="fraud"; factor4[5][3]=0.98;
factor4[6][0]="~ip"; factor4[6][1]="oc"; factor4[6][2]="~fraud"; factor4[6][3]=0.99;
factor4[7][0]="~ip"; factor4[7][1]="~oc"; factor4[7][2]="fraud"; factor4[7][3]=0.989;
factor4[8][0]="~ip"; factor4[8][1]="~oc"; factor4[8][2]="~fraud"; factor4[8][3]=0.999;
factorList[3] = factor4;
orderedListOfHiddenVariables[0]="Trav";
orderedListOfHiddenVariables[1]="FP";
orderedListOfHiddenVariables[2]="Fraud";
orderedListOfHiddenVariables[3]="IP";
orderedListOfHiddenVariables[4]="OC";
orderedListOfHiddenVariables[5]="CRP";
for i in range(6):
print "Factor No."+str(i+1)+":";
printfactor(factorList[i]);
print "List of Elimination Order:";
alll = "";
for i in range(5):
alll += orderedListOfHiddenVariables[i]+", ";
alll += orderedListOfHiddenVariables[5] + ";";
print alll;
m = raw_input("# of query variables: "); m = int(m);
queryVariables = [0 for x in range(m)];
ans = "";
lans = 0;
if (m != 0):
ans = raw_input(" Please insert query variables seperated by a whitespace or a comma: ");
lans = len(ans); i = 0;
var = "";
lans = 0;
if (m != 0):
ans = raw_input(" Please insert evidence values (only values which are assigned to the variables in the factor table) in the right order seperated by a whitespace or a comma:\n ");
lans = len(ans); i = 0;
var = "";
eL = "evidenceList = {";
for j in range(lans):
if (ans[j] != "," and ans[j] != " "):
var = var + ans[j];
if (j != lans-1):
if (ans[j+1] == " " or ans[j+1] == ","):
evidenceList[i] = var;
eL = eL + var + ", ";
var = "";
i = i + 1;
else:
evidenceList[i] = var;
eL = eL + var;
var = "";
i = i + 1;
eL = eL + "}";
print "List of evidence values is ready.\n";
res = inference(factorList,queryVariables,orderedListOfHiddenVariables,evidenceList);
print "Here is the result:";
printfactor(res);
print "\n";
agreed = raw_input("Do you have other query?(yes/no): ");
print "Thanks a lot!";