def init_set(glob_const): set_default.set_default_constants(); #set constants glob_const.no_pos_training_eg=500; glob_const.no_neg_training_eg=500; glob_const.no_pos_testing_eg=4000; glob_const.no_neg_testing_eg=4000; glob_const.training_rounds=7; glob_const.maxdepth_tree=5; glob_const.savefile();
def init_set(glob_const): set_default.set_default_constants() #set constants glob_const.no_pos_training_eg = 100 glob_const.no_neg_training_eg = 100 glob_const.no_pos_testing_eg = 4000 glob_const.no_neg_testing_eg = 4000 glob_const.maxdepth_tree = 4 glob_const.training_rounds = 7 glob_const.prob_threshold = 0.5 glob_const.gamma = 1. glob_const.overfitting_e = 0.1 glob_const.savefile()
def init_set(glob_const): set_default.set_default_constants(); #set constants glob_const.no_pos_training_eg=100; glob_const.no_neg_training_eg=100; glob_const.no_pos_testing_eg=4000; glob_const.no_neg_testing_eg=4000; glob_const.maxdepth_tree=4; glob_const.training_rounds=7; glob_const.prob_threshold=0.5; glob_const.gamma=1.; glob_const.overfitting_e=0.1; glob_const.savefile();
""" this script plots training and testing accuracy with number of training examples. """ #global imports import matplotlib.pyplot as plt import time #local imports from pbtspot import set_default,train_and_test, globalconstants from pbtspot.adaboost.generateimage import vid_utils set_default.set_default_constants(); def init_set(glob_const): #set constants glob_const.no_pos_training_eg=500; glob_const.no_neg_training_eg=500; glob_const.no_pos_testing_eg=4000; glob_const.no_neg_testing_eg=4000; glob_const.maxdepth_tree=2; glob_const.training_rounds=7; glob_const.prob_threshold=0.5; glob_const.savefile(); def exampleno_script(): glob_const=globalconstants.GlobalConstants();
""" this script plots training and testing accuracy of adaboost with number of training rounds. """ #global imports import matplotlib.pyplot as plt import time #local imports from pbtspot import set_default, adaboost_train_test, globalconstants from pbtspot.adaboost.generateimage import vid_utils set_default.set_default_constants() def init_set(glob_const): #set constants glob_const.no_pos_training_eg = 500 glob_const.no_neg_training_eg = 500 glob_const.no_pos_testing_eg = 1000 glob_const.no_neg_testing_eg = 1000 glob_const.savefile() def training_round_script(): glob_const = globalconstants.GlobalConstants() init_set(glob_const) SNRval = 2.