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question_dict = { | |
"who","what","where","when","why","how","which","?" | |
} | |
command_dict = { | |
"please","don't","shut","fold","open","close","mix","turn", | |
"pour","fill","put","add","chop","slice","serve","spread","get", | |
"heat","grill","hold","swim","swing","listen","hold","pick", | |
"take","fetch","roll","jump","stand","crouch","hide","crack", | |
"write","use","order","draw","paint","set","eat","drink","stick", | |
"cook","bring","sit","stop","play","buy","shop","explain","tidy", | |
"move","switch","improve","behave","sort","go","fly","flip" | |
} | |
correct_questions, correct_statements = 0,0 | |
correct_commands, correct = 0,0 | |
total_questions, total_statements = 0,0 | |
total_commands, total = 0,0 | |
for i in range(len(comments)): | |
comment = comments[i].lower() | |
category = comment_categories[i].lower() | |
classified_category = "statement" | |
for word in comment.split(" "): | |
if word in question_dict: | |
classified_category = "question" | |
elif word in command_dict: | |
classified_category = "command" | |
if category == classified_category: | |
correct += 1 | |
if category == "question": | |
correct_questions += 1 | |
elif category == "statement": | |
correct_statements += 1 | |
elif category == "command": | |
correct_commands += 1 | |
if category == "question": | |
total_questions += 1 | |
elif category == "statement": | |
total_statements += 1 | |
elif category == "command": | |
total_commands += 1 | |
total += 1 | |
print("Accuracy (questions): %3.2f" | |
% (float(correct_questions) / float(total_questions))) | |
print("Accuracy (statements): %3.2f" | |
% (float(correct_statements) / float(total_statements))) | |
print("Accuracy (commands): %3.2f" | |
% (float(correct_commands) / float(total_commands))) | |
print("Accuracy (Overall): %3.2f" % (float(correct) / float(total))) |
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