Python sco_plt Exemples

Exemple #1

Fichier : fill_value.py Projet : C2Tao/thefoursteps

data_dev_path  = '/home/chengtao/june/data/svm_pos/dev'
data_tes_path  = '/home/chengtao/june/data/svm_pos/tes'

plot_roc.beg_plt()

best = 0.00
best_hype = ''
for sco in sorted(os.listdir(lstm_path)):
    if 'info' in sco: continue
    H = X_obj.SCO_obj(lstm_path+'/'+sco+'/score')
    auc,fpr,tpr = H.read_report()
    if auc > best:
        best = auc
        best_hype  = sco
    #plot_roc.get_plt(auc,fpr,tpr,'lstm'+sco)
    

H = X_obj.SCO_obj(logr_path+'/0.001/score')
auc,fpr,tpr = H.read_report()
plot_roc.get_plt(auc,fpr,tpr,'logr')

H = X_obj.SCO_obj(lstm_path+'/'+best_hype+'/score')
auc,fpr,tpr = H.read_report()
plot_roc.get_plt(auc,fpr,tpr,'lstm')
print best_hype
plot_roc.sco_plt(data_dev_path+'/targets_utt.ark',data_dev_path+'/results_svm.pkl','svm')
plot_roc.sco_plt(data_dev_path+'/targets_utt.ark',data_dev_path+'/results_hmm.pkl','hmm')
plot_roc.sco_plt(data_dev_path+'/targets_utt.ark',data_dev_path+'/results_cld.pkl','cld',True)

plot_roc.end_plt('scores.png')

Exemple #2

Fichier : plot_2015_1027_1145.py Projet : C2Tao/thefoursteps

data_tes_path  = '/home/chengtao/june/data/svm_pos/tes'

plot_roc.beg_plt()

best = 0.00
best_hype = ''
for sco in sorted(os.listdir(lstm_path)):
    if 'info' in sco: continue
    H = X_obj.SCO_obj(lstm_path+'/'+sco+'/score')
    auc,fpr,tpr = H.read_report()
    if auc > best:
        best = auc
        best_hype  = sco
    #plot_roc.get_plt(auc,fpr,tpr,'lstm'+sco)
    

H = X_obj.SCO_obj(logr_path+'/0.001/score')
auc,fpr,tpr = H.read_report()
plot_roc.get_plt(auc,fpr,tpr,'logr 0.001')

H = X_obj.SCO_obj(lstm_path+'/'+best_hype+'/score')
auc,fpr,tpr = H.read_report()
plot_roc.get_plt(auc,fpr,tpr,'lstm 16_3_0.001')
print best_hype

plot_roc.sco_plt(data_dev_path+'/targets_utt.ark',data_dev_path+'/results_hmm.pkl','hmm: 1st stage')
plot_roc.sco_plt(data_dev_path+'/targets_utt.ark',data_dev_path+'/results_svm.pkl','svm: 2nd stage')
plot_roc.sco_plt(data_dev_path+'/targets_utt.ark',data_dev_path+'/results_cld.pkl','cloud operating point',True)

plot_roc.end_plt('2015-1027-1145.png')

Exemple #3

Fichier : plot_2015_1027_1207.py Projet : C2Tao/thefoursteps

plot_roc.beg_plt()

best = 0.00
best_hype = ''
for sco in sorted(os.listdir(lstm_path)):
    if 'info' in sco: continue
    if  sys.argv[1] not in sco: continue
    H = X_obj.SCO_obj(lstm_path+'/'+sco+'/score')
    auc,fpr,tpr = H.read_report()
    if auc > best:
        best = auc
        best_hype  = sco
    plot_roc.get_plt(auc,fpr,tpr,'lstm '+sco)
    

#H = X_obj.SCO_obj(logr_path+'/0.001/score')
#auc,fpr,tpr = H.read_report()
#plot_roc.get_plt(auc,fpr,tpr,'logr 0.001')

#H = X_obj.SCO_obj(lstm_path+'/'+best_hype+'/score')
#auc,fpr,tpr = H.read_report()
#plot_roc.get_plt(auc,fpr,tpr,'lstm 16_3_0.001')
print best_hype

#plot_roc.sco_plt(data_dev_path+'/targets_utt.ark',data_dev_path+'/results_hmm.pkl','hmm: 1st stage')
#plot_roc.sco_plt(data_dev_path+'/targets_utt.ark',data_dev_path+'/results_svm.pkl','svm: 2nd stage')
plot_roc.sco_plt(data_dev_path+'/targets_utt.ark',data_dev_path+'/results_cld.pkl','cloud operating point',True)

plot_roc.end_plt('2015-1027-1207_{}.png'.format(sys.argv[1]))