def compare_clement():
"""
Comparaison des attributs de Clément avec ceux que j'ai recalculés.
"""
from options import MultiOptions
opt = MultiOptions()
opt.opdict['channels'] = ['Z']
# Mes calculs
opt.opdict['feat_list'] = ['Dur', 'AsDec', 'RappMaxMean', 'Kurto', 'KRapp']
opt.opdict['feat_log'] = ['AsDec', 'RappMaxMean', 'Kurto']
#opt.opdict['feat_list'] = ['Ene']
#opt.opdict['feat_log'] = ['Ene']
opt.do_tri()
opt.x = opt.xs[0]
opt.y = opt.ys[0]
opt.x.columns = opt.opdict['feat_list']
opt.compute_pdfs()
my_gauss = opt.gaussians
if 'Kurto' in opt.opdict['feat_list'] and 'RappMaxMean' in opt.opdict[
'feat_list']:
fig = plt.figure()
fig.set_facecolor('white')
plt.plot(np.log(opt.x.Kurto), np.log(opt.x.RappMaxMean), 'ko')
plt.xlabel('Kurto')
plt.ylabel('RappMaxMean')
plt.show()
# Les calculs de Clément
#opt.opdict['feat_list'] = ['Dur','AsDec','RappMaxMean','Kurto','Ene']
opt.opdict['feat_log'] = []
opt.opdict['feat_train'] = 'clement_train.csv'
opt.opdict['feat_test'] = 'clement_test.csv'
opt.do_tri()
opt.x = opt.xs[0]
opt.y = opt.ys[0]
opt.compute_pdfs()
# Trait plein --> Clément
# Trait tireté --> moi
opt.plot_superposed_pdfs(my_gauss, save=False)
def compare_clement():
"""
Comparaison des attributs de Clément avec ceux que j'ai recalculés.
"""
from options import MultiOptions
opt = MultiOptions()
opt.opdict['channels'] = ['Z']
# Mes calculs
opt.opdict['feat_list'] = ['Dur','AsDec','RappMaxMean','Kurto','KRapp']
opt.opdict['feat_log'] = ['AsDec','RappMaxMean','Kurto']
#opt.opdict['feat_list'] = ['Ene']
#opt.opdict['feat_log'] = ['Ene']
opt.do_tri()
opt.x = opt.xs[0]
opt.y = opt.ys[0]
opt.x.columns = opt.opdict['feat_list']
opt.compute_pdfs()
my_gauss = opt.gaussians
if 'Kurto' in opt.opdict['feat_list'] and 'RappMaxMean' in opt.opdict['feat_list']:
fig = plt.figure()
fig.set_facecolor('white')
plt.plot(np.log(opt.x.Kurto),np.log(opt.x.RappMaxMean),'ko')
plt.xlabel('Kurto')
plt.ylabel('RappMaxMean')
plt.show()
# Les calculs de Clément
#opt.opdict['feat_list'] = ['Dur','AsDec','RappMaxMean','Kurto','Ene']
opt.opdict['feat_log'] = []
opt.opdict['feat_train'] = 'clement_train.csv'
opt.opdict['feat_test'] = 'clement_test.csv'
opt.do_tri()
opt.x = opt.xs[0]
opt.y = opt.ys[0]
opt.compute_pdfs()
# Trait plein --> Clément
# Trait tireté --> moi
opt.plot_superposed_pdfs(my_gauss,save=False)
