nb_graph.py

import numpy
from matplotlib import pyplot

labels = [
  "Bernoulli",
  "Multinomial",
  "W C + M",
  "TF IDF L W C + M",
  "TF IDF L + M",
  "delta TF IDF L + M",  
]

tops = numpy.arange(len(labels))

# 0 , movies
widths = [  0.789251270916, 
            0.90355565901, 
            0.687274830247, 
            0.858607720931, 
            0.91342342141, 
            0.91342342141   ]
# skew , movies            
widths2 = [ 0.139696306725, 
            0.822764704115, 
            0.125,
            0.125,
            0.920448727392,
            0.961479550697  ]
            

# 0 , amazon
widths3 = [ 0.684270469696, 
            0.792608446831, 
            0.529824561404, 
            0.529824561404, 
            0.798532433585, 
            0.829834039103   ]
# skew , amazon            
widths4 = [ 0.298353719071, 
            0.73741502689, 
            0.219298245614,
            0.219298245614,
            0.751207980863,
            0.771721619137   ]
            
# 0 , twitter
widths5 = [ 0.717525563057, 
            0.840751614224, 
            0.558914441009, 
            0.558667842964, 
            0.849271128435, 
            0.850938806271   ]
            
# skew , twitter            
widths6 = [ 0.584685826487, 
            0.853741247102, 
            0.323568358281,
            0.323555359506,
            0.862090804434,
            0.889175806229   ]

            
height = 0.1333333333
pyplot.barh(tops+height*5, widths, height, color="#50312F")
pyplot.barh(tops+height*4, widths2, height, color="#F17CB0")
pyplot.barh(tops+height*3, widths3, height, color="#375E97")
pyplot.barh(tops+height*2, widths4, height, color="#60BD68")
pyplot.barh(tops+height*1, widths5, height, color="#CB0000")
pyplot.barh(tops+height*0, widths6, height, color="#FAA43A")

pyplot.legend(["Movies", "Movies - skew", "Amazon", "Amazon - skew", "Twitter", "Twitter-skew"], loc=4) # bottom right
pyplot.yticks(tops+2*height, labels)
pyplot.xlim(0, 1.18)
pyplot.ylim(tops[0]-height, tops[-1]+7*height)
pyplot.show()

"""
gram_length: 1, use_presence: False, use_amazon: False, use_pos_tags: True, use_adj_only: False, use_position: False 0.822003140865
gram_length: 1, use_presence: False, use_amazon: False, use_pos_tags: True, use_adj_only: False, use_position: True 0.781988575402
gram_length: 1, use_presence: False, use_amazon: False, use_pos_tags: True, use_adj_only: True, use_position: False 0.77899606193
gram_length: 1, use_presence: False, use_amazon: False, use_pos_tags: True, use_adj_only: True, use_position: True 0.762512512513
"""