def plot(sims):
keys = sorted(list(sims.keys()))
keys.pop(keys.index('English'))
keys.append('English')
print(keys)
fig, ax1 = plt.subplots(figsize=(len(keys), 10))
# this is quite useless
fig.canvas.set_window_title('similarity_of_languages')
plt.subplots_adjust(left=0.075, right=0.95, top=0.9, bottom=0.25)
bp = plt.boxplot([sims[k] for k in keys], notch=0, sym='+', vert=1, whis=1.5)
lw=3
plt.setp(bp['boxes'], color='black', linewidth=lw)
plt.setp(bp['whiskers'], color='black', linewidth=lw)
plt.setp(bp['fliers'], color='red', marker='+', linewidth=lw)
plt.setp(bp['caps'], color='black', linewidth=lw)
# Add a horizontal grid to the plot, but make it very light in color
# so we can use it for reading data values but not be distracting
ax1.yaxis.grid(True, linestyle='-', which='major', color='lightgrey',
alpha=0.5)
# Hide these grid behind plot objects
ax1.set_axisbelow(True)
# ax1.set_title(u'Podobnost textů v různých jazycích s referenčním '
# 'textem',fontsize=22)
#ax1.set_xlabel('jazyky',fontsize=30)
#ax1.set_ylabel('podobnost', fontsize=30)
# plt.boxplot([sims[k] for k in keys])
# Set the axes ranges and axes labels
# ax1.set_xlim(0.5, len(keys) + 0.5)
ax1.set_ylim(0.3, 1)
xtickNames = plt.setp(ax1, xticklabels=keys)
plt.setp(xtickNames, rotation=45, fontsize=30)
plt.show()
for x,t in d[:-1]: before[t] += 1 after[t] -= 1 tnr = after[0] / (after[0] + before[0]) fpr = 1-tnr tpr = before[1] / (before[1] + after[1]) X.append(fpr) Y.append(tpr) X.append(1) Y.append(1) print(X,Y) plt.plot(X,Y) plt.show() plot(sims) import sys sys.exit() try: roc(sims) except: keys = list(sims.keys()) x = [] for k in keys: if k == "eng": continue x.extend(sims[k]) del sims[k] sims["neng"] = x roc(sims)
