def get_sentiment_info(text):
flag, confidence = classify2(text)
if confidence > 0.5:
sentiment = "Positive" if flag else "Negative"
else:
sentiment = "Neutral"
conf = "%.4f" % percentage_confidence(confidence)
return (sentiment, conf)
def get_sentiment_info(text):
flag, confidence = classify2(text, pos, neg, totals)
if confidence > 0.5:
sentiment = "positive" if flag else "negative"
else:
sentiment = "neutral"
conf = "%.4f" % percentage_confidence(confidence)
return sentiment, conf
def get_sentiment_info(text): flag, confidence = classify2(text) if confidence > 0.5: sentiment = "Positive" if flag else "Negative" else: sentiment = "Neutral" conf = "%.4f" % percentage_confidence(confidence) return (sentiment, conf)
def get_sentiment_info(text): flag, confidence, pos_score, neg_score = classify2(text) print "positive score: = %.9f" % pos_score print "negative score: = %.9f" % neg_score sentiment = "Empty" score = 0 if confidence > 0.5: if flag: sentiment = "Positive" score = e**pos_score / (1+e**pos_score) else: sentiment = "Negative" score = e**neg_score / -(1+e**neg_score) else: sentiment = "Neutral" score = 0 conf = "%.4f" % percentage_confidence(confidence) return (sentiment, conf, score)
except requests.exceptions.ConnectionError as e:
response = False
print "fakhir2", response
if response and response.status_code == 200:
res_dict = json.loads(response.content)
print res_dict
try:
print res_dict['probability']
print res_dict['probability'][res_dict['label']]
conf = "%.4f" % percentage_confidence(res_dict['probability'][res_dict['label']])
sentiment = sentiment_dict[res_dict['label']]
except Exception, e:
print e
else:
# If the api do not respond 200, this part will work
flag, confidence = classify2(text)
if confidence > 0.5:
sentiment = "Positive" if flag else "Negative"
else:
sentiment = "Neutral"
conf = "%.4f" % percentage_confidence(confidence)
return (sentiment, conf)
@app.route('/')
def home():
#conn.incr(STATS_KEY + "_hits")
return render_template("index.html")
@app.route('/api/text/', methods=["POST"])
@crossdomain(origin='*')
def read_api():
response = False
print "fakhir2", response
if response and response.status_code == 200:
res_dict = json.loads(response.content)
print res_dict
try:
print res_dict['probability']
print res_dict['probability'][res_dict['label']]
conf = "%.4f" % percentage_confidence(
res_dict['probability'][res_dict['label']])
sentiment = sentiment_dict[res_dict['label']]
except Exception, e:
print e
else:
# If the api do not respond 200, this part will work
flag, confidence = classify2(text)
if confidence > 0.5:
sentiment = "Positive" if flag else "Negative"
else:
sentiment = "Neutral"
conf = "%.4f" % percentage_confidence(confidence)
return (sentiment, conf)
@app.route('/')
def home():
#conn.incr(STATS_KEY + "_hits")
return render_template("index.html")
@app.route('/api/text/', methods=["POST"])