lstm_path = '/home/chengtao/june/hyper/lstm' logr_path = '/home/chengtao/june/hyper/logr' lst2_path = '/home/chengtao/june/hyper/lstm_lstm' lst3_path = '/home/chengtao/june/hyper/lstm_three' lst4_path = '/home/chengtao/june/hyper/lstm_1epoch' lst5_path = '/home/chengtao/june/hyper/lstm_negs' lst6_path = '/home/chengtao/june/hyper/lstm_full' score_tra_path = '/home/chengtao/june/simple_exp/score/tra' score_tes_path = '/home/chengtao/june/simple_exp/score/tes' model_path = '/home/chengtao/june/simple_exp/model' data_tra_path = '/home/chengtao/june/data/svm_pos/tra' data_dev_path = '/home/chengtao/june/data/svm_pos/dev' data_tes_path = '/home/chengtao/june/data/svm_pos/tes' plt = plot_det.beg_plt() plt.xlim([0,0.05]) plt.ylim([150,350]) best_hype = '16_3_0.001' #plot_det.sco_plt(data_dev_path+'/targets_utt.ark',logr_path+'/0.001/score/posteri_utt.ark','logr 0.001') #plot_det.sco_plt(data_dev_path+'/targets_utt.ark',lstm_path+'/'+best_hype+'/score/posteri_seq.ark','lstm '+ best_hype) #plot_det.sco_plt(data_dev_path+'/targets_utt.ark',data_dev_path+'/results_hmm.pkl','hmm: 1st stage') #plot_det.sco_plt(data_dev_path+'/targets_utt.ark',data_dev_path+'/results_svm.pkl','svm: 2nd stage') #plot_det.sco_plt(data_dev_path+'/targets_utt.ark',lst2_path+'/200_100_16_2_0.001/score/posteri_seq.ark','lstm_lstm 200_100_16_2_0.001') #plot_det.sco_plt(data_dev_path+'/targets_utt.ark',lst3_path+'/500_100_64_1_0.0005/score/posteri_seq.ark','lstm_three 500_100_64_1_0.0005') #plot_det.sco_plt(data_dev_path+'/targets_utt.ark',lst4_path+'/'+best_hype+'/score/posteri_seq.ark','lstm '+ best_hype) #plot_det.sco_plt(data_dev_path+'/targets_utt.ark',lst5_path+'/'+best_hype+'/score/posteri_seq.ark','lstm '+ best_hype+' neg') plot_det.sco_plt(data_dev_path+'/targets_utt.ark',lst6_path+'/'+best_hype+'/score/posteri_seq.ark','lstm '+ best_hype) plot_det.sco_plt(data_dev_path+'/targets_utt.ark',data_dev_path+'/results_cld.pkl','cloud operating point',True)
import X_obj
import plot_det
import os
import sys
lstm_path = '/home/chengtao/june/hyper/lstm'
logr_path = '/home/chengtao/june/hyper/logr'
lst2_path = '/home/chengtao/june/hyper/lstm_lstm'
lst3_path = '/home/chengtao/june/hyper/lstm_three'
score_tra_path = '/home/chengtao/june/simple_exp/score/tra'
score_tes_path = '/home/chengtao/june/simple_exp/score/tes'
model_path = '/home/chengtao/june/simple_exp/model'
data_tra_path = '/home/chengtao/june/data/svm_pos/tra'
data_dev_path = '/home/chengtao/june/data/svm_pos/dev'
data_tes_path = '/home/chengtao/june/data/svm_pos/tes'
plot_det.beg_plt()
best_hype = '16_3_0.001'
plot_det.sco_plt(data_dev_path+'/targets_utt.ark',logr_path+'/0.001/score/posteri_utt.ark','logr 0.001')
plot_det.sco_plt(data_dev_path+'/targets_utt.ark',lstm_path+'/'+best_hype+'/score/posteri_seq.ark','lstm '+ best_hype)
plot_det.sco_plt(data_dev_path+'/targets_utt.ark',data_dev_path+'/results_hmm.pkl','hmm: 1st stage')
plot_det.sco_plt(data_dev_path+'/targets_utt.ark',data_dev_path+'/results_svm.pkl','svm: 2nd stage')
plot_det.sco_plt(data_dev_path+'/targets_utt.ark',lst2_path+'/200_100_16_2_0.001/score/posteri_seq.ark','lstm_lstm 200_100_16_2_0.001')
plot_det.sco_plt(data_dev_path+'/targets_utt.ark',lst3_path+'/500_100_64_1_0.0005/score/posteri_seq.ark','lstm_three 500_100_64_1_0.0005')
plot_det.sco_plt(data_dev_path+'/targets_utt.ark',data_dev_path+'/results_cld.pkl','cloud operating point',True)
plot_det.end_plt('2015-1027-1807.png')