aspect_weights_log.txt

counts:
overall positive sentences:  2390
overall negative sentences:  654
food_count =  2030    pos:  1561   neg:  469
service_count =  933  pos:  516    neg:  417
price_count =  427  pos:  242      neg:  185
ambience_count =  666    pos:  433   neg:  233
misc_count =  2125    pos:  1705   neg:  420

matrix:
food:  {'pp': 0.7571428571428571, 'pn': 0.011822660098522168, 'np': 0.06945812807881774, 'nn': 0.16157635467980297}
service:  {'pp': 0.5423365487674169, 'pn': 0.010718113612004287, 'np': 0.10718113612004287, 'nn': 0.3397642015005359}
price:  {'pp': 0.5597189695550351, 'pn': 0.00702576112412178, 'np': 0.12646370023419204, 'nn': 0.30679156908665106}
ambience:  {'pp': 0.6351351351351351, 'pn': 0.015015015015015015, 'np': 0.13963963963963963, 'nn': 0.21021021021021022}
misc:  {'pp': 0.7905882352941176, 'pn': 0.011764705882352941, 'np': 0.03811764705882353, 'nn': 0.1595294117647059}

aspect_weights:
{'food': 0.9187192118226601, 'service': 0.8821007502679528, 'price': 0.8665105386416861, 'ambience': 0.8453453453453453, 'misc': 0.9501176470588235}