# -*- coding: utf-8 -*-
"""
Created on Wed Jun 14 13:00:11 2017
@author: Miao
"""
import numpy as np
import scipy
import matplotlib as mpl
mpl.use('agg')
import matplotlib.pyplot as plt
from matplotlib.backends.backend_pdf import PdfPages
from matplotlib import rc
font = { 'weight' : 'normal'}
fig = plt.figure(1, figsize=(16, 8))
pp = PdfPages('test_100.pdf')
T=['(a)','(b)','(c)','(d)','(e)','(f)'];
data_name = ['ORL','lung','JAFFE','COIL20','TOX_171','warpAR10P'];
K = ['5','20','100']
i = 1
for j in range(len(data_name)):
data = data_name[j]
#for data in data_name:
data1 = data+'_100'+'.mat'
mat1 = scipy.io.loadmat(data1)
XX = mat1['Acc']
XX = XX*100
ax = fig.add_subplot(2,3,i)
bp = ax.boxplot(XX.T, patch_artist=True)
if data is 'TOX_171':
data = 'TOX\_171'
plt.title(T[j]+' '+data,fontsize=16)
for box in bp['boxes']:
box.set( color='#7570b3', linewidth=1)
box.set( facecolor = '#1b9e77' )
for whisker in bp['whiskers']:
whisker.set(color='#7570b3', linewidth=1)
for cap in bp['caps']:
cap.set(color='#7570b3', linewidth=2)
for median in bp['medians']:
median.set(color='#b2df8a', linewidth=1)
for flier in bp['fliers']:
flier.set(marker='o', color='#e7298a', alpha=0.5)
# ax.set_xticklabels(['F\_score', 'Trace\_ratio','ReliefF', 'Fisher\_score','RFS',r'$\ell_{2,1-2}$'],fontdict=font)
i=i+1
# plt.xlabel('Data sets',fontsize=14)
plt.ylabel('Accuracy (\%)',fontsize=16)
# plt.ylim(ytc[j])
plt.xticks(fontsize=16)
plt.yticks(fontsize=16)
plt.savefig(pp,format='pdf')
pp.savefig()
pp.close()
